{"paszke2019pytorch": {"paper_id": "paszke2019pytorch", "title": "PyTorch: An Imperative Style, High-Performance Deep Learning Library", "abstract": "This paper details the principles that drove the implementation of PyTorch and how they are reflected in its architecture, and explains how the careful and pragmatic implementation of the key components of its runtime enables them to work together to achieve compelling performance.", "link": "dblp.org/rec/journals/corr/abs-1912-01703", "authors": "Adam Paszke and Sam Gross and Francisco Massa and Adam Lerer and James Bradbury and Gregory Chanan and Trevor Killeen and Zeming Lin and N. Gimelshein and L. Antiga and Alban Desmaison and Andreas K\u00f6pf and E. Yang and Zach DeVito and Martin Raison and A. Tejani and Sasank Chilamkurthy and Benoit Steiner and Lu Fang and Junjie Bai and Soumith Chintala", "year": "2019", "journal": "Neural Information Processing Systems", "embeddings": [-2.0042524337768555, -3.724529504776001, -0.6586412787437439, 2.7351582050323486, -1.1613483428955078, 3.2795023918151855, 1.6743825674057007, -1.1348843574523926, -1.5211703777313232, 1.748855471611023, -1.9655368328094482, 1.4608180522918701, 2.2022364139556885, 0.12803567945957184, -1.9455671310424805, -1.1167364120483398, -0.22569340467453003, 0.3278966546058655, 5.994208335876465, 4.826407432556152, 1.2469490766525269, -0.33040881156921387, -3.059044122695923, 4.162042140960693, -3.3616483211517334, -0.5787801742553711, 2.9157657623291016, -0.12785083055496216, -2.3617067337036133, 0.8776203989982605, 2.2817652225494385, -3.017336368560791, 3.9256532192230225, -4.264407157897949, 3.717944383621216, -3.574007034301758, -4.339020729064941, 7.3140950202941895, -5.474143028259277, -0.8086982369422913, 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"abstract": "This work studies the adversarial robustness of neural networks through the lens of robust optimization, and suggests the notion of security against a first-order adversary as a natural and broad security guarantee.", "link": "dblp.org/rec/conf/iclr/MadryMSTV18", "authors": "A. Madry and Aleksandar Makelov and Ludwig Schmidt and Dimitris Tsipras and Adrian Vladu", "year": "2017", "journal": "International Conference on Learning Representations", "embeddings": [0.037323907017707825, -1.628470540046692, 0.15469902753829956, 3.9273738861083984, -3.570990562438965, -3.175629138946533, 4.920684814453125, -1.449448823928833, -2.872925281524658, -0.8592929244041443, -2.7184269428253174, 5.639379978179932, 2.1084134578704834, -2.635369300842285, -4.564435005187988, -0.13109463453292847, -2.741763114929199, 1.5476703643798828, 1.084812879562378, 2.778709888458252, -2.143277645111084, 2.4123058319091797, -2.5870492458343506, -0.4967197775840759, -5.946282863616943, -3.013979196548462, 2.0305774211883545, -1.3545408248901367, -0.9628555178642273, 0.21794667840003967, -0.9883311986923218, -4.4802632331848145, 3.381453037261963, -2.0108957290649414, 1.5173377990722656, -4.414924621582031, 1.5949311256408691, 7.512564659118652, -6.529536247253418, -0.010784506797790527, 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dropout training in deep neural networks (NNs) as approximate Bayesian inference in deep Gaussian processes, which mitigates the problem of representing uncertainty in deep learning without sacrificing either computational complexity or test accuracy.", "link": "dblp.org/rec/journals/corr/GalG15", "authors": "Y. 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network architecture inspired by Inception, where Inception modules have been replaced with depthwise separable convolutions, and shows that this architecture, dubbed Xception, slightly outperforms Inception V3 on the ImageNet dataset, and significantly outperforms it on a larger image classification dataset.", "link": "dblp.org/rec/journals/corr/Chollet16a", "authors": "Fran\u00e7ois Chollet", "year": "2016", "journal": "Computer Vision and Pattern Recognition", "embeddings": [-3.034724473953247, -3.335716962814331, 1.3077396154403687, 0.8205521106719971, 0.8761268258094788, 3.0871667861938477, 5.97266960144043, -3.591437816619873, -0.5757056474685669, -2.4915385246276855, 2.9338490962982178, 4.063416004180908, 0.2937496304512024, 1.742051362991333, -2.226600408554077, -1.4493743181228638, -1.2894431352615356, -0.950891375541687, 1.7324724197387695, 2.4764511585235596, 0.31014779210090637, 0.1744239628314972, -0.13588321208953857, 2.202181339263916, -2.713869333267212, 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Qi and Hao Su and Kaichun Mo and L. Guibas", "year": "2016", "journal": "Computer Vision and Pattern Recognition", "embeddings": [-3.331528663635254, -5.597233772277832, 0.11538910865783691, 2.1602425575256348, -1.4476182460784912, -1.470265507698059, 5.902702331542969, 1.169396162033081, 1.1811467409133911, 0.5998000502586365, -0.6732860803604126, 2.4276857376098633, 0.07427911460399628, 3.6766271591186523, -4.740270137786865, -0.27683424949645996, -1.0231194496154785, 3.352701425552368, 1.4785317182540894, 0.31587305665016174, 0.6053706407546997, 0.34480783343315125, -2.767334461212158, 0.1798175722360611, 1.714263677597046, -1.275045394897461, 0.5671573877334595, 2.5536932945251465, -1.7219152450561523, -4.044512748718262, 1.6424236297607422, -1.0048611164093018, 6.7587080001831055, -0.023182369768619537, 1.1443134546279907, 0.32616186141967773, 4.561947822570801, 2.081634998321533, -0.7922206521034241, -4.76909065246582, 4.6042351722717285, 2.0453412532806396, -0.7664517164230347, 0.9273681640625, 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based on deep machine learning had high sensitivity and specificity for detecting referable diabetic retinopathy and diabetic macular edema in retinal fundus photographs from adults with diabetes.", "link": "", "authors": "Varun Gulshan and L. Peng and Marc Coram and Martin C. Stumpe and Derek J. Wu and Arunachalam Narayanaswamy and Subhashini Venugopalan and Kasumi Widner and T. Madams and Jorge A Cuadros and R. Kim and R. Raman and Philip Nelson and J. Mega and D. 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with stochastic gradient methods easily fit a random labeling of the training data, and confirm that simple depth two neural networks already have perfect finite sample expressivity.", "link": "dblp.org/rec/conf/iclr/ZhangBHRV17", "authors": "Chiyuan Zhang and Samy Bengio and Moritz Hardt and B. Recht and Oriol Vinyals", "year": "2016", "journal": "International Conference on Learning Representations", "embeddings": [-5.389385223388672, -2.7137370109558105, -1.0130387544631958, 2.1588258743286133, -0.6965282559394836, -0.5863328576087952, 5.682476043701172, -5.056402683258057, -0.9783533811569214, 1.5473753213882446, -2.2001280784606934, 3.601500988006592, 3.0746383666992188, 0.9094663858413696, -5.027466773986816, 0.1996650993824005, -0.22020965814590454, 0.8927829265594482, 2.7676286697387695, 3.913095235824585, -3.37308669090271, 0.7311697006225586, -1.8838980197906494, -2.642326831817627, -3.1619277000427246, -0.9289538860321045, 2.1357550621032715, -0.8898556232452393, -1.195042610168457, 1.1554468870162964, 1.2748795747756958, -4.026621341705322, 5.5519914627075195, -4.585369110107422, 4.026605129241943, 1.2044389247894287, -0.06486829370260239, 6.765420913696289, -2.342231512069702, 0.4368906617164612, -0.30990278720855713, 1.8998193740844727, 1.1213041543960571, 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and practitioners to learn key aspects of the young and rapidly growing body of research related to XAI, and review the existing approaches regarding the topic, discuss trends surrounding its sphere, and present major research trajectories.", "link": "dblp.org/rec/journals/access/AdadiB18", "authors": "Amina Adadi and M. 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recommendations, and decisions of opaque and complex machine learning systems. Increasingly academic libraries are providing library users with systems, services, and collections created and delivered by machine learning. Academic libraries should adopt XAI as a tool set to verify and validate these resources, and advocate for public policy regarding XAI that serves libraries, the academy, and the public interest.", "link": "", "authors": "M. 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comprehensive, state of the art introduction to the theory and practice of artificial intelligence for modern applications.", "link": "", "authors": "Stuart J. 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"Initially applying his concepts to simply defined artificial systems with limited numbers of parameters, Holland goes on to explore their use in the study of a wide range of complex, naturally occuring processes, concentrating on systems having multiple factors that interact in nonlinear ways.", "link": "dblp.org/rec/books/mit/H1992", "authors": "J. Holland", "year": "1992", "journal": "arXiv preprint", "embeddings": [-0.9352635741233826, -2.4602818489074707, 0.5212754011154175, 4.294469356536865, 0.12597200274467468, 0.7352782487869263, 0.4290064573287964, -1.4407618045806885, -1.0575225353240967, -1.7544668912887573, 1.3524727821350098, -0.7233592867851257, -0.5175272226333618, -4.0425238609313965, -1.9412025213241577, -0.24931807816028595, 2.3020825386047363, 1.4955601692199707, 2.3121185302734375, 2.591989278793335, -2.8232085704803467, 4.155322074890137, -6.927776336669922, -5.5541791915893555, 0.3930839002132416, 2.0166122913360596, 1.4028046131134033, -2.9723691940307617, -0.42331576347351074, 0.4283013939857483, -0.6433934569358826, -1.1268961429595947, 3.934133529663086, -7.914772033691406, 7.727320671081543, -4.454605579376221, -6.005181312561035, 4.643743515014648, 1.7195613384246826, -2.5821902751922607, 1.4183993339538574, 0.8748576641082764, 2.724611282348633, 1.6767522096633911, -1.1331021785736084, 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"link": "", "authors": "Daniel L. King and P. Delfabbro and J. Billieux and M. Potenza", "year": "2020", "journal": "Journal of Behavioral Addictions", "embeddings": [-2.0158724784851074, -2.1916117668151855, -1.5239089727401733, 3.3718018531799316, -0.1980663537979126, -4.969523906707764, 2.9580228328704834, -2.912370204925537, 0.16447384655475616, 1.9617480039596558, -0.824864387512207, -2.086271286010742, 2.8776750564575195, -0.7934310436248779, -4.498241901397705, -1.680261254310608, -3.6593902111053467, -1.9141075611114502, -4.1337666511535645, -2.3957154750823975, 0.20853939652442932, -3.6578879356384277, 0.36475250124931335, 0.399666965007782, -0.8955594897270203, -2.207740068435669, 1.4543367624282837, 0.22169245779514313, 2.089024543762207, -1.3691213130950928, -4.500672817230225, -3.6931090354919434, 1.9746686220169067, 0.9683632254600525, 3.6983227729797363, -3.9856576919555664, -4.035357475280762, 0.1876344531774521, -1.1469089984893799, 3.35810923576355, 0.5681931972503662, 2.724774122238159, -0.5377962589263916, -0.883069634437561, 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compulsive buying and higher than problem gambling.", "link": "", "authors": "Matthew W. R. Stevens and D. Dorstyn and P. Delfabbro and Daniel L. King", "year": "2020", "journal": "Australian and New Zealand journal of psychiatry (Print)", "embeddings": [-3.646167278289795, -2.7248940467834473, -4.487075328826904, 2.814664840698242, -4.276007175445557, -1.7549517154693604, 4.103785514831543, -2.6049954891204834, 2.154853582382202, 0.4605688750743866, -3.389091968536377, -1.3960212469100952, 4.026039123535156, -2.2839441299438477, -4.516633987426758, -0.8087125420570374, -1.2971160411834717, -2.4336998462677, 0.13059934973716736, 0.3339782953262329, -0.8381555080413818, -1.5472996234893799, -0.37522125244140625, -2.4072670936584473, -1.244200348854065, 0.7557139992713928, -2.2043182849884033, -0.7040285468101501, 3.6750082969665527, 3.0441126823425293, -6.044011116027832, -5.5075225830078125, 2.113715171813965, 1.797020673751831, 1.8637292385101318, -3.1806201934814453, -1.8131699562072754, 2.9822373390197754, 1.0460314750671387, 2.489337921142578, 4.702815055847168, 1.950766921043396, 3.0313851833343506, 2.970768451690674, 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stigma to the millions of children who play video games as a part of a normal, healthy life and the healthy majority of gamers will be affected negatively.", "link": "", "authors": "Espen Aarseth and Anthony M. Bean and H. Boonen and Michelle Colder Carras and Mark C. Coulson and Dimitri Das and J. Deleuze and Elza Dunkels and J. Edman and C. Ferguson and M. Haagsma and Karin Helmersson Bergmark and Zaheer Hussain and J. Jansz and Daniel Kardefelt-Winther and L. Kutner and P. Markey and R. Nielsen and N. Prause and Andrew K. Przybylski and T. Quandt and A. Schimmenti and V. Starcevic and G. Stutman and Jan Van Looy and A. V. Van Rooij", "year": "2017", "journal": "Journal of Behavioral Addictions", "embeddings": [-1.0043680667877197, -0.45857638120651245, -3.2579333782196045, 3.963198184967041, -2.277491331100464, -0.32870978116989136, 0.6591950058937073, -2.077761173248291, 0.9301816821098328, 2.571948528289795, -4.384413719177246, -1.9644968509674072, 3.604799747467041, -0.8732833862304688, -4.195331573486328, 0.5307797193527222, 0.9195219874382019, -1.119083285331726, 0.5354745388031006, 0.5151053667068481, -0.05164128541946411, -0.45567789673805237, 1.539778709411621, -0.37112173438072205, -1.5034458637237549, 1.0308475494384766, 0.40727853775024414, 0.45361408591270447, 0.34336912631988525, 4.362488746643066, -5.359333515167236, -2.3167614936828613, 0.2867201268672943, 2.4331624507904053, 0.5763383507728577, -1.3690299987792969, 0.8284529447555542, 2.8682522773742676, -2.3773410320281982, 1.5536096096038818, 2.9871649742126465, 3.971527338027954, 2.1263413429260254, 2.511840581893921, 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gaming behavior was associated with examination-related stress and the belief that gaming helps combat stress, which highlights the need to focus on the coping style of the students to ascertain the likelihood of them engaging inGaming behavior as a coping mechanism against stress.", "link": "", "authors": "Y. Balhara and D. Kattula and Swarndeep Singh and Surekha Chukkali and R. Bhargava", "year": "2020", "journal": "Indian Journal of Public Health", "embeddings": [-1.2199867963790894, 0.6409810781478882, -4.102017879486084, 4.35006856918335, -2.2555365562438965, -2.417285680770874, 1.1481084823608398, -1.535430669784546, -1.7675598859786987, 0.07130473107099533, 1.5373342037200928, -2.7420220375061035, 5.780767917633057, -3.9906537532806396, -5.315666198730469, 3.2017276287078857, 0.615647554397583, -4.7427568435668945, 0.816792368888855, 0.823097825050354, 0.6117663383483887, -0.4836789667606354, 0.020778238773345947, -2.1625797748565674, -2.8581247329711914, -1.284501075744629, 3.3517565727233887, -2.2424871921539307, -1.3696913719177246, 2.5290427207946777, -5.507752895355225, -5.3302836418151855, 2.3808114528656006, 2.172969341278076, 2.108203887939453, -7.1873555183410645, -0.014131616801023483, 5.780705451965332, -3.739212989807129, 0.34182193875312805, -1.9105437994003296, 2.1271190643310547, 2.9693524837493896, -3.243802309036255, 0.37897545099258423, 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behaviour is significantly associated with a wide range of detrimental health-related outcomes.", "link": "", "authors": "Niko M\u00e4nnikk\u00f6 and Heidi Ruotsalainen and J. Miettunen and H. Pontes and M. K\u00e4\u00e4ri\u00e4inen", "year": "2020", "journal": "Journal of Health Psychology", "embeddings": [-1.813362956047058, -3.9872450828552246, -2.494391441345215, 1.8404983282089233, -0.9706330299377441, 0.5566361546516418, 2.0149519443511963, -0.8194937109947205, -0.357093870639801, 1.0019240379333496, -4.636346817016602, -1.1367467641830444, 1.7855300903320312, 1.6891660690307617, -2.9317173957824707, -1.1740180253982544, -3.0513150691986084, -2.900728702545166, 1.457143783569336, -0.02406972646713257, 0.345508337020874, -2.5873470306396484, -0.9772008657455444, 1.9096182584762573, -0.9743165969848633, 1.3793187141418457, -1.3756952285766602, -0.7369009256362915, 3.305449962615967, 4.6811323165893555, -6.61763334274292, -3.4982943534851074, -0.3472896218299866, 6.231976509094238, 0.4480001926422119, -2.2007861137390137, -4.571854591369629, 2.3471577167510986, 2.7068238258361816, 3.086493968963623, 0.6296753883361816, 1.2839609384536743, 2.2536163330078125, -0.3333284556865692, 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studies, more effective for improving knowledge, skills, and satisfaction, however, the available evidence is mostly of low quality and calls for further rigorous, theory-driven research.", "link": "", "authors": "S. Gentry and Andrea Gauthier and Beatrice L'Estrade Ehrstrom and David Wortley and Anneliese Lilienthal and L. Tudor Car and Shoko Dauwels-Okutsu and C. K. Nikolaou and N. Zary and James Campbell and J. Car", "year": "2019", "journal": "Journal of Medical Internet Research", "embeddings": [-0.29487180709838867, -3.118439197540283, -4.19361686706543, 4.730627059936523, -3.342081069946289, 0.7666653990745544, 0.27522969245910645, 0.8457843661308289, -2.0175344944000244, -0.09289315342903137, -1.633776307106018, -2.2856292724609375, 0.09413626790046692, -1.196583867073059, -1.9133450984954834, -1.0716240406036377, -0.20234420895576477, 0.6438726186752319, 1.1822593212127686, 0.2420213222503662, 2.307809352874756, -1.3060394525527954, 0.05986708402633667, -1.705392837524414, 1.6479289531707764, 1.7305450439453125, 0.512738823890686, 1.6610769033432007, 1.0945130586624146, 3.338524103164673, -4.106818675994873, -2.0012993812561035, 0.9072944521903992, 1.6265525817871094, -1.3413960933685303, -4.096561908721924, -3.603306293487549, 2.0853331089019775, -1.3370331525802612, 4.63929557800293, 2.4152321815490723, 1.8859843015670776, 0.7871934771537781, 1.203430414199829, -1.110781192779541, 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and be aware of how increased gaming during the pandemic may contribute to risk of gaming disorder.", "link": "", "authors": "C. Ko and J. Yen", "year": "2020", "journal": "Journal of Behavioral Addictions", "embeddings": [-2.2212138175964355, -2.1961169242858887, -2.1929128170013428, 5.661308288574219, 0.9278992414474487, -3.5348727703094482, 1.961771845817566, 0.9543482661247253, 1.5261512994766235, 1.9790832996368408, 0.8394849300384521, -0.1819061040878296, 2.048717498779297, -1.616469144821167, -2.3036320209503174, -1.747544527053833, -2.74088716506958, -0.8173270225524902, -2.301809310913086, -1.2044134140014648, 1.1587245464324951, -2.5421128273010254, 2.7856011390686035, -1.5039944648742676, -0.1859566569328308, -1.1920515298843384, 2.2509613037109375, 1.12479567527771, 4.520430564880371, -0.9341553449630737, -6.909679412841797, -2.733668327331543, 0.5865402221679688, 0.923551082611084, 2.9288787841796875, -5.1918230056762695, -2.655519485473633, 0.8510383367538452, -2.1651158332824707, 4.328912258148193, 1.8426077365875244, -0.1956852674484253, 2.7251198291778564, -0.04604634642601013, 1.2913738489151, 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and aetiology.", "link": "", "authors": "F. Paulus and S. Ohmann and A. von Gontard and C. Popow", "year": "2018", "journal": "Developmental Medicine \\& Child Neurology", "embeddings": [0.9634143710136414, -3.6837282180786133, -2.4200706481933594, 0.09410323202610016, -0.03378605842590332, -3.248307943344116, 1.631061315536499, -4.207371234893799, 3.7130348682403564, 1.9574671983718872, -5.746700763702393, -1.2385749816894531, 2.3499233722686768, 3.3485260009765625, -3.066070795059204, -1.5146255493164062, -4.868983745574951, -3.8145506381988525, -1.297310471534729, -0.2789832651615143, 2.18232798576355, 0.31656160950660706, 1.95560622215271, 2.386672019958496, 0.8629260063171387, -2.170069694519043, -3.0677778720855713, 2.719691753387451, 1.529456615447998, -0.7821691036224365, -6.69865608215332, -2.119255542755127, -0.45807361602783203, 5.228667259216309, 1.089316725730896, -3.4762935638427734, -3.1429576873779297, 2.085437536239624, -0.07053136825561523, 3.294266939163208, 4.302947521209717, -0.04439973831176758, 1.667048454284668, 4.435546875, 0.054012805223464966, 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approaches and findings around the gamification of information systems, and identify key synergies, opportunities, and questions for future research.", "link": "dblp.org/rec/conf/chi/DeterdingSNOD11", "authors": "Sebastian Deterding and M. Sicart and L. Nacke and K. O'hara and Dan Dixon", "year": "2011", "journal": "CHI Extended Abstracts", "embeddings": [-1.0388727188110352, -0.6106993556022644, -1.2227766513824463, 2.296140670776367, -0.99767005443573, 2.997537136077881, 2.1287245750427246, -2.8499505519866943, -1.2548699378967285, 0.13370415568351746, -3.460444211959839, -1.8922853469848633, 4.100735187530518, 0.24942775070667267, -1.9999799728393555, -2.181656837463379, 0.9381515383720398, -5.112270355224609, 0.5654864311218262, -1.118766188621521, -1.1211259365081787, -2.096602439880371, -1.2053768634796143, -0.421428918838501, -2.1931450366973877, -2.007370948791504, 1.898400902748108, 3.9730286598205566, 1.4225964546203613, 1.858546495437622, -0.7083282470703125, -2.0302329063415527, 4.486159324645996, -1.0971187353134155, 2.1304104328155518, -3.4159204959869385, -3.797330141067505, -0.3822965919971466, 1.6479634046554565, 1.4606881141662598, -1.3534330129623413, 2.2532715797424316, 0.40265345573425293, 0.57110995054245, -2.526088237762451, 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gaming disorder, and describes the intended meaning behind each of the nine DSM-5 criteria for internetGaming disorder.", "link": "", "authors": "N. Petry and F. Rehbein and D. Gentile and Jeroen S. Lemmens and H. Rumpf and T. M\u00f6\u00dfle and G. Bischof and R. Tao and D. Fung and Guilherme Borges and M. Auriacombe and Angels Gonz\u00e1lez Ib\u00e1\u00f1ez and Philip G. E. Tam and C. O'brien", "year": "2014", "journal": "Addiction", "embeddings": [-4.183728218078613, -2.155231475830078, -4.28864049911499, 2.8297529220581055, -3.3670921325683594, -0.6388591527938843, 0.14545461535453796, -2.6707522869110107, 1.6556035280227661, 0.6254622936248779, -4.292041301727295, -2.948695182800293, 4.399257659912109, 0.10395527631044388, -2.642869710922241, -4.024656295776367, -0.9713562726974487, -2.3167340755462646, -1.3733341693878174, -2.5071871280670166, 0.015479058027267456, 4.236396312713623, 0.12838691473007202, 0.48248207569122314, 0.2474622130393982, -0.8615916967391968, -1.487825632095337, 0.4183175563812256, 0.5343875288963318, 1.0506209135055542, -6.906103610992432, -2.4487149715423584, 0.30126333236694336, 0.4520350694656372, 4.461106300354004, -0.58547443151474, -4.49914026260376, 3.0695176124572754, -1.8726494312286377, 2.046454429626465, 3.4231619834899902, 1.8245309591293335, 1.7806158065795898, 5.337551593780518, 3.3194003105163574, 2.4920859336853027, 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maximum entropy reinforcement learning framework, and achieves state-of-the-art performance on a range of continuous control benchmark tasks, outperforming prior on-policy and off- policy methods.", "link": "dblp.org/rec/conf/icml/HaarnojaZAL18", "authors": "Tuomas Haarnoja and Aurick Zhou and P. Abbeel and S. 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descent for optimization of deep neural network controllers and shows that asynchronous actor-critic succeeds on a wide variety of continuous motor control problems as well as on a new task of navigating random 3D mazes using a visual input.", "link": "dblp.org/rec/journals/corr/MnihBMGLHSK16", "authors": "Volodymyr Mnih and Adri\u00e0 Puigdom\u00e8nech Badia and Mehdi Mirza and A. Graves and T. Lillicrap and Tim Harley and David Silver and K. Kavukcuoglu", "year": "2016", "journal": "International Conference on Machine Learning", "embeddings": [-2.1374166011810303, -0.8020451664924622, 2.183562994003296, 4.623558044433594, -1.8454220294952393, -0.7713978886604309, 6.23721981048584, -3.8498423099517822, 0.18768885731697083, -0.7846459746360779, -1.7353676557540894, 6.035284042358398, 1.467812418937683, 0.0001822635531425476, -4.807483196258545, 0.6990434527397156, -1.7144088745117188, -2.5168867111206055, 2.6776912212371826, 1.9020373821258545, -1.7782646417617798, 1.48164701461792, -3.0962276458740234, -0.3992578983306885, -2.9897239208221436, -2.285416841506958, 3.25508189201355, 0.03879927843809128, -3.1113719940185547, 0.1277267336845398, 0.6391276121139526, -1.3613027334213257, 5.687127113342285, -4.730113983154297, 4.301339626312256, -1.3932969570159912, -4.702457904815674, 6.664841651916504, -4.4369683265686035, -1.12136971950531, -0.6729426383972168, 3.6262073516845703, 0.11384286731481552, 2.383350133895874, 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reinforcement learning, which outperforms all previous approaches on six of the games and surpasses a human expert on three of them.", "link": "dblp.org/rec/journals/corr/MnihKSGAWR13", "authors": "Volodymyr Mnih and K. Kavukcuoglu and David Silver and A. Graves and Ioannis Antonoglou and Daan Wierstra and Martin A. Riedmiller", "year": "2013", "journal": "arXiv.org", "embeddings": [-2.7389395236968994, -0.4655327796936035, 0.04073627293109894, 3.650351047515869, -3.828378915786743, 0.03870328888297081, 4.246326923370361, -7.769816875457764, -0.5740576982498169, 0.9278852343559265, -0.22913384437561035, 5.375112056732178, 2.420632839202881, 3.434521436691284, -3.548299551010132, 1.7003787755966187, -1.646679401397705, -0.2876848578453064, 1.7609561681747437, 1.7973989248275757, -3.0115835666656494, 1.1647371053695679, -2.221237897872925, 0.944710373878479, -5.495311737060547, -0.36396539211273193, 4.918084144592285, 1.6983070373535156, -1.3233990669250488, 0.04136054590344429, 2.9560036659240723, -2.8691108226776123, 5.826386451721191, -2.2700910568237305, 3.2568604946136475, 0.40666139125823975, -1.0045219659805298, 4.2822585105896, -3.505882978439331, -0.2550642788410187, -2.196725368499756, 1.417229175567627, -0.11554387956857681, 1.0403826236724854, 2.638680934906006, -2.870246410369873, 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machine learning algorithms in various fields, such as agricultural technology, personal authentication, wireless network, game, biometric recognition, and image recognition, are being improved and expanded in this paper.", "link": "dblp.org/rec/journals/jips/ParkP20d", "authors": "Ji Su Park and J. 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learning and deep learning, reinforcement methods on mitigating the selfish mining attacks in the blockchain, and the aspects of selection or exploration of the shortest branch of the blockchain when a fork occurs.", "link": "", "authors": "M. J. Jeyasheela Rakkini and K. 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over continuous action spaces, and demonstrates that for many of the tasks the algorithm can learn policies end-to-end: directly from raw pixel inputs.", "link": "dblp.org/rec/journals/corr/LillicrapHPHETS15", "authors": "T. Lillicrap and Jonathan J. Hunt and A. Pritzel and N. Heess and T. 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and shows that the resulting algorithm not only reduces the observed overestimations, as hypothesized, but that this also leads to much better performance on several games.", "link": "dblp.org/rec/journals/corr/HasseltGS15", "authors": "H. V. Hasselt and A. 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DQN) framework for the hybrid action space without approximation or relaxation, and combines the spirits of both D QN and DDPG by seamlessly integrating them.", "link": "dblp.org/rec/journals/corr/abs-1810-06394", "authors": "Jiechao Xiong and Qing Wang and Zhuoran Yang and Peng Sun and Lei Han and Yang Zheng and Haobo Fu and T. Zhang and Ji Liu and Han Liu", "year": "2018", "journal": "arXiv.org", "embeddings": [-2.404930830001831, 2.780529737472534, -3.476386547088623, 6.248407363891602, -1.9290434122085571, -0.9940251708030701, 5.054844379425049, -5.495333194732666, 0.18155035376548767, 0.7628745436668396, 1.9460748434066772, 1.4651962518692017, -2.1803362369537354, -1.6985589265823364, -6.170866966247559, 1.9948252439498901, 0.002340134233236313, 0.8409059047698975, 2.5934927463531494, -0.013787738978862762, -1.7127676010131836, 2.0414533615112305, -1.7425932884216309, -2.705146074295044, -2.721212387084961, -1.9245268106460571, 4.491169452667236, 3.2323648929595947, -2.3027164936065674, 1.2389661073684692, 3.5897905826568604, -0.1159806177020073, 6.590968132019043, -4.644930839538574, 2.9803712368011475, -2.0645155906677246, -3.9673335552215576, 5.468986988067627, -3.723846197128296, 1.096347689628601, -2.0231053829193115, 4.7104034423828125, -0.4647236168384552, 0.6541821956634521, 0.9131941795349121, 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x-ray of COVID-19 lung infection and may prove useful to stage lung disease severity, prognosticate, and predict treatment response and survival, thereby informing risk management and resource allocation.", "link": "", "authors": "Jocelyn Zhu and B. Shen and A. Abbasi and M. Hoshmand-Kochi and Haifang Li and T. Duong", "year": "2020", "journal": "PLoS ONE", "embeddings": [-1.0821146965026855, -3.753513813018799, -3.0341532230377197, 4.947761535644531, -0.7158890962600708, -2.3994219303131104, -0.7293830513954163, 2.3447585105895996, -3.093008279800415, 2.6305222511291504, 0.5664637088775635, 0.5139883160591125, 1.2514829635620117, -0.810211181640625, 1.1185888051986694, -1.4050325155258179, -3.305586576461792, 4.368648052215576, 2.7598776817321777, 0.5834057927131653, 0.32895827293395996, -1.0713129043579102, 2.377291679382324, -5.471674919128418, -4.010645389556885, -2.123173952102661, 3.860602378845215, 5.1009979248046875, -0.5668427348136902, 5.1675848960876465, -2.251371383666992, -4.969993591308594, 2.4323837757110596, -3.054375171661377, 5.2384514808654785, -2.785945177078247, 1.088010549545288, 4.859061241149902, -6.055268287658691, -1.8822951316833496, 0.4279435873031616, -0.08915890753269196, -2.0918211936950684, 0.8335029482841492, 4.104453086853027, -2.9088869094848633, 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or extra root in the distal roots of mandibular first molars.", "link": "", "authors": "T. Hiraiwa and Y. Ariji and M. Fukuda and Yoshitaka Kise and K. Nakata and A. Katsumata and H. Fujita and E. Ariji", "year": "2019", "journal": "Dento maxillo facial radiology", "embeddings": [3.715080976486206, -0.9701426029205322, -0.4579112231731415, 2.0414369106292725, -2.253495454788208, 4.709292411804199, 0.5273071527481079, 2.419583320617676, -0.6357923746109009, -1.940621256828308, -5.123598098754883, -0.8236778974533081, 2.1111655235290527, 1.832698106765747, -0.01216667890548706, -1.944261074066162, 1.5746772289276123, 1.1285479068756104, 0.9701478481292725, -1.0462723970413208, 1.9461262226104736, 4.172544479370117, -1.9539265632629395, -1.6379660367965698, -0.8310083150863647, 1.5974972248077393, 0.30344158411026, 1.2484618425369263, -1.6555659770965576, 5.116985321044922, -2.2829341888427734, -7.737582206726074, 5.386018753051758, -2.2938661575317383, -0.6267580986022949, 1.750577688217163, 1.9210870265960693, 8.99575424194336, -6.851428985595703, -4.731429576873779, 1.7431936264038086, 1.7558231353759766, 0.19001096487045288, 6.139934062957764, -1.7006926536560059, 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neural networks is explained, and how to get started with adopting deep learning into your own research activities to solve both new and old problems and build better, smarter consumer devices and services.", "link": "dblp.org/rec/journals/cem/LemleyBC17", "authors": "Joseph Lemley and S. Bazrafkan and P. 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autonomous things, especially autonomous driving vehicles, because they present a wide range of problems involving perception, decision, and actions that are very common in other autonomous things.", "link": "", "authors": "Cho Joonmyun", "year": "2020", "journal": "arXiv preprint", "embeddings": [-0.9594192504882812, -2.9439802169799805, 1.7118641138076782, 6.726092338562012, 1.3508409261703491, 0.26552146673202515, 5.64943790435791, -4.016297340393066, 0.6179718375205994, -4.102466106414795, -0.5212647318840027, 3.1041243076324463, 2.736083745956421, 0.7522634863853455, -3.99934720993042, -0.09466244280338287, 0.2092054784297943, 0.20248764753341675, 2.224792957305908, 0.816705584526062, -1.9147334098815918, -1.4992520809173584, -1.0957074165344238, -0.9730507135391235, -3.7463536262512207, -0.8479290008544922, 1.8027933835983276, 2.272730588912964, -1.545633316040039, -0.6427397727966309, 4.6626176834106445, -1.591017246246338, 2.6713123321533203, -5.754036903381348, 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{"paper_id": "sung2018facilitating", "title": "Facilitating deep-strategy behaviors and positive learning performances in science inquiry activities with a 3D experiential gaming approach", "abstract": "The experimental results showed that the students learning with the 3D experiential gaming system showed better learning achievements, problem-solving tendency, deep learning strategies, and deep learning motive than those who learned with the conventional technology-enhanced learning approach.", "link": "dblp.org/rec/journals/ile/SungHWL18", "authors": "Han-Yu Sung and Gwo-jen Hwang and Po-Han Wu and Dai-Chi Lin", "year": "2018", "journal": "Interactive Learning Environments", "embeddings": [-1.6397911310195923, -4.083800792694092, -2.270110607147217, 4.158763885498047, -1.884361982345581, 2.5272114276885986, 3.8728291988372803, -1.3945610523223877, -4.068872451782227, 0.7141156196594238, -2.953923225402832, 0.7320574522018433, 2.4807379245758057, 0.9795329570770264, 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Sridhar and V. Manian", "year": "2020", "journal": "De Computis", "embeddings": [1.35699462890625, -2.4943203926086426, 1.3611421585083008, 2.5467729568481445, 3.1099209785461426, -0.6799435019493103, 2.0489251613616943, -0.8742790818214417, 1.7832814455032349, 1.0997703075408936, -0.884758472442627, 3.35050892829895, 3.0831286907196045, -0.28578922152519226, -1.7014522552490234, -2.727269411087036, -4.123222351074219, 3.298201084136963, 0.35434460639953613, 0.4813390374183655, 3.4748716354370117, -2.0521621704101562, 0.045398712158203125, -1.4829713106155396, -2.232245683670044, 1.3313407897949219, 2.0215187072753906, 2.4865057468414307, -3.405898094177246, 0.13161155581474304, -4.616686820983887, -5.881279945373535, 2.2421135902404785, 0.627267599105835, 5.1951141357421875, 1.5227967500686646, -6.771251201629639, 5.588979721069336, -2.2090344429016113, -3.1396420001983643, 5.494821071624756, 1.6440616846084595, 1.6092532873153687, 2.965027332305908, 2.708468437194824, -2.9630889892578125, 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deviation from the materials used in memory applications.", "link": "dblp.org/rec/journals/pieee/HaenschGP19", "authors": "W. Haensch and T. Gokmen and R. 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adopted in economic policy design, mechanism design, or economics at large. The AI Economist is a two-level, deep RL framework for policy design in which agents and a social planner coadapt. In particular, the AI Economist uses structured curriculum learning to stabilize the challenging two-level, coadaptive learning problem. We validate this framework in the domain of taxation. In one-step economies, the AI Economist recovers the optimal tax policy of economic theory. In spatiotemporal economies, the AI Economist substantially improves both utilitarian social welfare and the trade-off between equality and productivity over baselines. It does so despite emergent tax-gaming strategies while accounting for emergent labor specialization, agent interactions, and behavioral change. These results demonstrate that two-level, deep RL complements economic theory and unlocks an AI-based approach to designing and understanding economic policy.", "link": "", "authors": "Stephan Zheng and Alexander R. Trott and Sunil Srinivasa and David C. Parkes and R. Socher", "year": "2022", "journal": "Science Advances", "embeddings": [-3.011976957321167, 3.4472219944000244, -1.8129472732543945, 5.671018600463867, -2.988480567932129, -0.5341402292251587, 2.1658148765563965, -3.5072391033172607, 0.021604955196380615, -2.5010290145874023, 1.3625394105911255, -0.4665631055831909, 1.6099604368209839, -5.072071075439453, -4.881280422210693, 2.7131409645080566, 3.2629573345184326, 0.6759558320045471, 0.2695024013519287, 3.206839084625244, -4.486545562744141, 7.020160675048828, -3.1043310165405273, -3.981889247894287, -2.4638047218322754, -0.6833981275558472, 5.223614692687988, 0.48172879219055176, -0.7525392770767212, 2.1668405532836914, 0.7013121247291565, 0.4221677780151367, 4.344668388366699, -1.770456314086914, 5.9834747314453125, -4.749383926391602, -2.808462142944336, 3.6078577041625977, -0.30549800395965576, 0.11803198605775833, -0.3646138906478882, 1.4743304252624512, -2.0474934577941895, -1.7527947425842285, 2.263566493988037, 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Even leaders in the tech industry are beginning to decry the time young people spend on smartphones and social networks. Recently, the World Health Organization proposed adding \u201cgaming disorder\u201d to its official list of diseases, defining it as a pattern of gaming behavior so severe that it takes \u201cprecedence over other life interests\u201d. At the same time, many others have celebrated the positive properties of video games, social media, and social networks. This paper argues that a deeper understanding of human beings is needed to design for deep learning. For the purposes of this study \u201cdesign for deep learning\u201d means helping people matter and find meaning in ways that make them and others healthy in mind and body, while improving the state of the world for all living things, with due respect for truth, sensation, happiness, imagination, individuality, diversity, and the future. In particular, fifteen features related to human nature are suggested based on recent scientific developments to answer the question: What is a human being? Consequently, proposals that are linked to learning and transformation, as well as social improvement, should fit with the ways in which humans, as specific sorts of biological and social creatures, learn best (or can learn at all) and can change for the better. En la actualidad existe una nutrida controversia en relaci\u00f3n a los medios de comunicaci\u00f3n sociales y digitales que ha llevado, incluso, a censurar la utilizaci\u00f3n de las redes sociales y los m\u00f3viles por parte de l\u00edderes en la industria tecnol\u00f3gica. En este sentido, la Organizaci\u00f3n Mundial para la Salud ha propuesto a\u00f1adir el \u00abdesorden del juego\u00bb a su listado de enfermedades, defini\u00e9ndolo como un modelo de comportamiento de juego tan severo que se impone como \u00abpreferencia sobre otros intereses\u00bb. Al mismo tiempo, distintos acad\u00e9micos han enfatizado los aspectos positivos derivados de las redes sociales y los videojuegos. En este art\u00edculo se argumenta que es necesaria una mejor comprensi\u00f3n del ser humano para poder implementar lo que aqu\u00ed se define como dise\u00f1o para el aprendizaje profundo. El \u00abdise\u00f1o para el aprendizaje profundo\u00bb est\u00e1 encaminado al reconocimiento de las personas y el desarrollo de sentidos saludables, individual y colectivamente, as\u00ed como la mejora, en general, del estado del mundo para todos los seres vivos, seg\u00fan principios de verdad, felicidad, imaginaci\u00f3n, individualidad, diversidad y futuro. En particular, se sugieren quince caracter\u00edsticas basadas en desarrollos cient\u00edficos que responden a la pregunta: \u00bfQu\u00e9 es un ser humano? Consecuentemente, propuestas vinculadas al aprendizaje y la transformaci\u00f3n y mejora social deben ser coherentes con dichas caracter\u00edsticas que permiten definir c\u00f3mo las personas, en tanto que organismos biol\u00f3gicos y sociales, aprenden o pueden aprender \u00f3ptimamente, as\u00ed como cambiar para mejorar.", "link": "", "authors": "J. Gee and M. Esteban-Guitart", "year": "2019", "journal": "Comunicar", "embeddings": [-2.9610204696655273, -2.316499710083008, -5.183513164520264, 1.9814931154251099, -0.6320363283157349, 0.5161008834838867, 3.9728760719299316, -0.49302661418914795, -0.5467674136161804, 1.7817955017089844, -3.323420524597168, 1.082594633102417, 3.983621120452881, 1.7411445379257202, -2.700047254562378, -1.9039281606674194, -2.3119561672210693, -1.1505417823791504, -0.6742746829986572, 0.5520330667495728, -1.0757300853729248, -0.2530632019042969, -1.3747494220733643, -0.3600054383277893, -3.695767402648926, 0.5317134857177734, 0.5473266243934631, 0.7431727647781372, -0.8022547960281372, 1.1811857223510742, -0.09380000829696655, -1.7160069942474365, 2.2862956523895264, -2.905811309814453, 5.799136161804199, -3.168674945831299, -1.3488423824310303, 4.904666423797607, -3.8760576248168945, 1.7741886377334595, 3.011531352996826, -1.0835356712341309, 3.4490747451782227, 4.677680015563965, 1.528989315032959, 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individual base stations and accordingly make intelligent cache decisions is developed, and a cooperation strategy for nearby base stations to collectively serve user requests is developed.", "link": "dblp.org/rec/conf/iwqos/PangLFS18", "authors": "Haitian Pang and Jiangchuan Liu and Xiaoyi Fan and Lifeng Sun", "year": "2018", "journal": "International Workshop on Quality of Service", "embeddings": [-6.585822105407715, -0.030280113220214844, -3.0293333530426025, 7.497102737426758, -0.5573853254318237, 0.5416561365127563, 3.4647793769836426, -1.874206304550171, 0.7704412937164307, -2.8344309329986572, -0.8010851740837097, 0.4534591734409332, 1.2516186237335205, -3.4909820556640625, -6.527171611785889, -3.235677719116211, -4.552760601043701, -1.5565279722213745, 0.9746913313865662, 2.3531627655029297, -3.5399060249328613, -0.2837090492248535, -0.8997272253036499, 2.7491443157196045, -2.4170591831207275, -1.7968688011169434, -0.8313014507293701, 0.8575950264930725, -1.223469614982605, 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-2.7148239612579346]}, "teo2018eeg": {"paper_id": "teo2018eeg", "title": "EEG-based excitement detection in immersive environments: An improved deep learning approach", "abstract": "A deep learning approach is used to improve the excitement detection rate to well above the 90% accuracy level, demonstrating the superiority of adopting a deepLearning approach over other machine learning approaches for detecting human excitement when immersed in an immersive virtual reality environment.", "link": "", "authors": "J. Teo and J. Chia", "year": "2018", "journal": "arXiv preprint", "embeddings": [-3.8234009742736816, -3.1352739334106445, 0.259141743183136, 4.245376110076904, -0.4517709016799927, 0.501214325428009, 5.0383172035217285, -5.953214645385742, 0.2540004551410675, -2.1031594276428223, -4.304662704467773, 2.845043182373047, 2.0420641899108887, 1.579838514328003, -2.3455963134765625, 0.6255365610122681, -1.7075424194335938, 1.426713228225708, -1.784283995628357, 1.0000660419464111, 1.294382095336914, -2.150644063949585, -1.4732309579849243, -0.5279548168182373, -2.0652005672454834, 0.9070104360580444, 1.9650394916534424, 1.4898765087127686, -1.8737845420837402, 0.6802130937576294, 0.239317387342453, -5.45419454574585, 2.7819275856018066, -2.5950303077697754, 2.590179443359375, 1.6936675310134888, -4.178639888763428, 8.597829818725586, -2.9125216007232666, -0.6519613265991211, 5.565265655517578, 3.1359293460845947, 3.5370771884918213, 0.4338066875934601, 3.4271960258483887, -3.5095584392547607, 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simple long-short-term-memory (LSTM) recurrent neural network (RNN).", "link": "dblp.org/rec/journals/corr/BreuerK17", "authors": "R. Breuer and R. 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lightweight HUNL AI obtained with an end-to-end self-play reinforcement learning framework that adopts a pseudo-siamese architecture to directly learn from the input state information to the output actions by competing the learned model with its different historical versions.", "link": "dblp.org/rec/conf/aaai/ZhaoYLLX22", "authors": "Enmin Zhao and Renye Yan and Jinqiu Li and Kai Li and Junliang Xing", "year": "2022", "journal": "AAAI Conference on Artificial Intelligence", "embeddings": [-3.7807817459106445, 0.6095526218414307, 0.1962590366601944, 5.119630336761475, -2.9693098068237305, 0.3786500096321106, 2.591308116912842, -5.22594690322876, -1.5440438985824585, 1.804178237915039, 0.39686837792396545, 3.429173469543457, 1.2014977931976318, -2.161987543106079, -3.553072214126587, 0.7977229356765747, 0.9062284827232361, 1.7049208879470825, 1.5982978343963623, 2.8111214637756348, -2.758697509765625, 1.8569345474243164, -3.1233413219451904, -0.9237279891967773, -2.594434976577759, 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"dblp.org/rec/journals/tits/YangXKWGW22", "authors": "Xiaoxian Yang and Yueshen Xu and Li Kuang and Zhiying Wang and Honghao Gao and Xuejie Wang", "year": "2021", "journal": "IEEE transactions on intelligent transportation systems (Print)", "embeddings": [0.3247242569923401, -2.475078821182251, 1.6877070665359497, 6.142636299133301, -2.527568817138672, -1.849975824356079, 3.028081178665161, -3.5202102661132812, -0.7491348385810852, 0.1884167492389679, -1.7000765800476074, 1.3405861854553223, -1.0003635883331299, -6.9003071784973145, -1.5838799476623535, -0.05743785202503204, 0.26581498980522156, 0.3781544268131256, -0.9574320316314697, -1.7409265041351318, -3.8423550128936768, 5.832340240478516, -2.9341132640838623, -4.476290225982666, -2.8785808086395264, -1.4748151302337646, 6.434012413024902, 0.142990380525589, -2.2610952854156494, -3.4647834300994873, -0.8636211156845093, -0.1432587057352066, 4.449733257293701, 2.2990660667419434, 2.64943265914917, -2.497495651245117, 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Intelligence: Reinforcement Learning for Precision Dosing", "abstract": "A minireview of methodologies for achieving precision dosing with a focus on an artificial intelligence technique called reinforcement learning, which is currently used for individualizing dosing regimen in patients with life\u2010threatening diseases is proposed.", "link": "", "authors": "B. Ribba and S. Dudal and T. Lave\u0301 and R. 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three-dimensional (3D) beam model could enable rapid artificial intelligence-based optimization of deliverable treatment plans, reducing the time required for radiotherapy planning without requiring previous plans for training.", "link": "", "authors": "W. Hrinivich and Junghoon Lee", "year": "2020", "journal": "Medical Physics (Lancaster)", "embeddings": [-0.11445248126983643, -0.3194824457168579, -1.2767596244812012, 5.022140979766846, -0.1355189085006714, 1.9860601425170898, 0.021514471620321274, -0.5405572056770325, -3.6548404693603516, -2.211179256439209, 0.8787330389022827, 4.712231636047363, -0.4382648766040802, 1.0491173267364502, -5.058326721191406, 1.7882949113845825, 0.7245362997055054, 6.704866409301758, 0.6482033729553223, -0.40645119547843933, 0.2866404056549072, 4.1922287940979, 0.6704890727996826, -3.465226173400879, -2.8210501670837402, -3.9881327152252197, 1.0571882724761963, -1.220031499862671, -3.4171786308288574, 2.4946699142456055, 2.7742440700531006, -5.023104667663574, 4.642583847045898, -2.25386118888855, 6.757195472717285, -0.09619122743606567, -0.5537567138671875, 5.97275447845459, -5.140384197235107, -2.7636735439300537, 1.6203663349151611, 0.5711345672607422, 3.0095481872558594, 1.5578532218933105, 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maximize the expected accuracy of the generated architectures on a validation set.", "link": "dblp.org/rec/conf/iclr/ZophL17", "authors": "Barret Zoph and Quoc V. 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reinforcement learning models, forms the basis for the development of \"object saliency maps\", to provide visualization of internal states of DRLNs, thus enabling the formation of explanations and can be incorporated in any existing deep reinforcementlearning framework is proposed.", "link": "dblp.org/rec/journals/corr/abs-1809-06061", "authors": "R. Iyer and Yuezhang Li and Huao Li and M. Lewis and R. Sundar and K. Sycara", "year": "2018", "journal": "AAAI/ACM Conference on AI, Ethics, and Society", "embeddings": [-1.1176486015319824, 0.0066140517592430115, 1.0520004034042358, 4.826307773590088, 0.6523844003677368, -1.1504839658737183, 3.735119581222534, -2.4283177852630615, 1.5576772689819336, 1.5642906427383423, -3.5049190521240234, 3.840120792388916, 0.487742155790329, -0.4811840057373047, -2.7625460624694824, 2.767733097076416, 2.0562007427215576, 0.45621439814567566, 4.617573261260986, 2.1750400066375732, -0.215484157204628, 1.2117066383361816, -2.567902088165283, -2.1458232402801514, -1.3582650423049927, -2.050525188446045, 1.1038260459899902, 0.758863627910614, -0.30636999011039734, 2.227851152420044, -0.19927063584327698, -2.0280981063842773, 6.262097358703613, -2.6453475952148438, 5.033679962158203, -1.7244170904159546, -2.379485607147217, 3.6674232482910156, -5.331235408782959, 0.7281650304794312, 1.0429205894470215, 0.8227073550224304, -1.952024221420288, -2.131911277770996, 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a much better generalization ability in different network topologies.", "link": "dblp.org/rec/journals/icl/SunLLGH21", "authors": "Penghao Sun and Julong Lan and Junfei Li and Zehua Guo and Yuxiang Hu", "year": "2021", "journal": "IEEE Communications Letters", "embeddings": [-4.869658946990967, 0.9385348558425903, -2.9076485633850098, 6.846868515014648, 1.959558129310608, -0.25666967034339905, 2.4152069091796875, -6.241180419921875, 1.3185997009277344, -0.11068576574325562, 2.026139497756958, 1.2617852687835693, 1.0482138395309448, -4.035684108734131, -3.864044189453125, 1.0277870893478394, -2.581312894821167, 4.5240278244018555, -0.9788246154785156, 4.238579273223877, -3.133774757385254, 4.214409828186035, -2.8408117294311523, -2.8086233139038086, -2.1741673946380615, -4.605752468109131, 1.886388897895813, -0.7389065027236938, -2.3989996910095215, -2.608814239501953, 3.3104119300842285, -1.7379127740859985, 6.57390832901001, -1.1808496713638306, 7.064345836639404, -2.700986385345459, 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Reinforcement Learning", "abstract": "This work builds systems that feed each sensory input from the environment into distinct, but identical neural networks, each with no fixed relationship with one another, and shows that they can be trained to integrate information received locally, and through communication via an attention mechanism, can collectively produce a globally coherent policy.", "link": "dblp.org/rec/journals/corr/abs-2109-02869", "authors": "Yujin Tang and David R Ha", "year": "2021", "journal": "Neural Information Processing Systems", "embeddings": [-1.5520825386047363, -0.21147659420967102, 1.945500373840332, 4.61193323135376, -0.22538301348686218, -2.5401785373687744, 5.332982540130615, -2.0671980381011963, 2.520346164703369, -1.624894380569458, -0.9220805764198303, 2.616473436355591, 0.39706936478614807, -2.1076407432556152, -4.495115756988525, 1.301696538925171, 1.8772897720336914, 2.524848461151123, 2.4262635707855225, 2.1940369606018066, -0.25022706389427185, 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Arshad and Swetha Muniraju and E. Torkildson and Enrico Rantala and K. Doppler and Gang Zhou", "year": "2021", "journal": "ACM Trans. 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outperforms state-of-the-art GNN explainers and can be applied in the inductive setting, demonstrating its better generalization ability.", "link": "dblp.org/rec/conf/nips/ShanSZLL21", "authors": "Caihua Shan and Yifei Shen and Yao Zhang and Xiang Li and Dongsheng Li", "year": "2021", "journal": "Neural Information Processing Systems", "embeddings": [-3.3642539978027344, 3.64692759513855, 1.9734729528427124, 2.588502883911133, -0.06341509521007538, 1.4348080158233643, 2.2864084243774414, -3.6184678077697754, -0.04831309616565704, 3.2246432304382324, -2.1287002563476562, 3.360598564147949, -1.7468024492263794, -1.161569595336914, -4.293099880218506, 3.809886932373047, -1.4005708694458008, -0.1567639708518982, 0.040627218782901764, 1.8633644580841064, 1.4102494716644287, 1.6292412281036377, -1.137810230255127, -5.736350059509277, -1.8088953495025635, -5.360191345214844, 0.9965437650680542, -0.747299313545227, -4.23363733291626, -1.9040801525115967, 1.5361734628677368, -2.786478042602539, 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Circuit Designer: Transferable Transistor Sizing with Graph Neural Networks and Reinforcement Learning", "abstract": "This paper presents GCN-RL Circuit Designer, leveraging reinforcement learning (RL) to transfer the knowledge between different technology nodes and topologies, and demonstrates that RL with transfer learning can achieve much higher FoMs than methods without knowledge transfer.", "link": "dblp.org/rec/journals/corr/abs-2005-00406", "authors": "Hanrui Wang and Kuan Wang and Jiacheng Yang and Linxiao Shen and Nan Sun and Hae-Seung Lee and Song Han", "year": "2020", "journal": "Design Automation Conference", "embeddings": [-1.3568803071975708, 4.653128623962402, -3.8104870319366455, 4.119231224060059, 1.436911940574646, 0.3560887575149536, 2.603093147277832, -2.995043992996216, 3.907792568206787, 0.03564903140068054, -0.5547338724136353, 2.0060982704162598, 0.7171413898468018, -3.0532143115997314, -5.346816062927246, 0.5437121987342834, 1.4819124937057495, 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Kirkpatrick and Razvan Pascanu and Neil C. Rabinowitz and J. Veness and Guillaume Desjardins and Andrei A. Rusu and Kieran Milan and John Quan and Tiago Ramalho and A. Grabska-Barwinska and D. Hassabis and C. Clopath and D. Kumaran and R. Hadsell", "year": "2016", "journal": "Proceedings of the National Academy of Sciences of the United States of America", "embeddings": [-1.9311339855194092, -3.216376781463623, 2.036388397216797, 4.145429611206055, 0.22579830884933472, 1.274891972541809, 2.059175491333008, -2.922738552093506, -2.0962512493133545, 0.446290522813797, -0.4110870361328125, 6.718414306640625, 1.9226845502853394, 2.2345383167266846, -4.747903347015381, 0.2954249680042267, -0.7607731223106384, 0.13610908389091492, 4.1352949142456055, -0.7571770548820496, -0.22203654050827026, 1.1338715553283691, -1.070525884628296, -0.8627690672874451, -3.2449584007263184, 0.21545150876045227, 1.6959419250488281, -0.8127392530441284, -5.280799865722656, 1.9582499265670776, -0.03225626051425934, -4.646201133728027, 3.7369463443756104, -4.005359649658203, 4.741666793823242, -2.4246368408203125, -2.4562931060791016, 6.943797588348389, -3.5580062866210938, -1.7598812580108643, -0.45654237270355225, 2.1148293018341064, 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reinforcement learning method for Node Injection Poisoning Attacks (NIPA), to sequentially modify the labels and links of the injected nodes, without changing the connectivity between existing nodes, is proposed.", "link": "dblp.org/rec/conf/www/SunWTHH20", "authors": "Yiwei Sun and Suhang Wang and Xianfeng Tang and Tsung-Yu Hsieh and Vasant G Honavar", "year": "2020", "journal": "The Web Conference", "embeddings": [-4.012135982513428, -0.8431494235992432, -3.5825772285461426, 5.710937976837158, -2.5942885875701904, -3.8354499340057373, 3.5584843158721924, -1.426619291305542, -1.9117846488952637, 0.4588161110877991, -6.072989463806152, 3.3515050411224365, 0.6602378487586975, -2.842733144760132, -5.412811279296875, 0.6597950458526611, -3.318634510040283, 1.5440353155136108, 1.8570713996887207, 2.6764891147613525, 0.008106380701065063, 1.5566208362579346, -1.3413646221160889, -5.035281181335449, -5.728743076324463, -4.932411193847656, 0.0032858550548553467, -0.6175190210342407, 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Pereira and R. Prada and Ana Paiva and S. Louchart and N. Suttie and T. Lim and Ricardo Lopes and Rafael Bidarra and F. Bellotti and M. Kravc\u00edk and Maria Cristina Ferreira de Oliveira", "year": "2021", "journal": "Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment", "embeddings": [0.08463907241821289, -1.8361501693725586, 1.0392720699310303, 3.2169411182403564, -0.30733081698417664, 1.5868151187896729, 2.799145460128784, -2.0877504348754883, -1.9396332502365112, -0.7164432406425476, -2.200092315673828, -0.22842726111412048, -1.0430017709732056, -0.44873160123825073, -2.6924092769622803, 2.155712604522705, -0.432465136051178, -3.2218985557556152, 2.950587272644043, -1.3242135047912598, 0.28757360577583313, -0.2432677149772644, -2.864330530166626, 0.3004544973373413, 0.8302299976348877, -2.8556151390075684, 0.9980997443199158, 5.7987165451049805, 1.600658655166626, 0.4362281560897827, -0.5220495462417603, -1.7155003547668457, 3.661898136138916, -2.9376823902130127, 2.1504311561584473, 0.28765326738357544, -5.520986557006836, 2.254112482070923, 1.6512064933776855, 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applications of the AI-XR combination are identified, including autonomous cars, robotics, military, medical training, cancer diagnosis, entertainment, and gaming applications, advanced visualization methods, smart homes, affective computing, and driver education and training.", "link": "dblp.org/rec/journals/frvir/ReinersDKC21", "authors": "D. Reiners and Mohammad Reza Davahli and W. Karwowski and C. Cruz-Neira", "year": "2021", "journal": "Frontiers in Virtual Reality", "embeddings": [-0.39603573083877563, -4.301392078399658, 0.4060657024383545, 5.496870040893555, -1.0791003704071045, 0.5287944674491882, 4.5147247314453125, -5.004574298858643, -0.7019086480140686, -3.1189537048339844, -1.860844373703003, 3.661410331726074, -2.3144500255584717, 1.7195146083831787, -5.043763160705566, -1.3213956356048584, -1.5315773487091064, 0.44839563965797424, 1.3931866884231567, -3.4497809410095215, -0.8665827512741089, 1.6123273372650146, -4.714659690856934, -0.6428954005241394, 1.199975848197937, 2.2355995178222656, 2.855799436569214, 1.5535523891448975, 8.14398193359375, 0.616179347038269, 1.9052531719207764, -2.13238263130188, 3.7887089252471924, -5.091536521911621, 1.7527284622192383, 1.0016831159591675, -4.716109275817871, 1.606093406677246, 0.6576598882675171, -1.832415223121643, 4.078629970550537, 3.407440185546875, -2.989337682723999, -0.20487958192825317, 2.074275016784668, 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suspect, and how to evolve the interaction between human and artificial intelligence.", "link": "", "authors": "J. Hanley", "year": "2021", "journal": "arXiv preprint", "embeddings": [0.6823248267173767, -1.2637308835983276, 0.08675752580165863, 1.0128521919250488, 0.5137075781822205, 2.7225308418273926, -0.6740744113922119, -3.1072468757629395, -2.09747314453125, 1.3614115715026855, -5.204672336578369, -0.23136214911937714, -1.708367109298706, -3.5332159996032715, -2.7597477436065674, 6.59502649307251, -1.9438380002975464, -4.610437393188477, 1.0273253917694092, 2.772233247756958, -1.7995675802230835, 4.511386394500732, -6.631457805633545, -2.935025453567505, 2.7792348861694336, -0.638782262802124, 0.9564023613929749, 1.3846484422683716, 0.19524142146110535, 1.5187455415725708, 1.1040358543395996, -2.2324163913726807, 4.824666500091553, -2.917001724243164, 5.214646816253662, -2.981123208999634, -2.23797345161438, 8.436229705810547, 1.9986683130264282, -0.23829956352710724, 0.8163347244262695, 2.9940524101257324, 0.6464263796806335, -0.5944698452949524, 1.4117928743362427, -0.052459750324487686, 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physicians\u2019 capabilities.", "link": "", "authors": "Y. Mintz and R. Brodie", "year": "2019", "journal": "MITAT. 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presented.", "link": "", "authors": "A. 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College in New Hampshire to thrash out a plan for emulating the thought processes of the human mind.", "link": "", "authors": "C. 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mathematical model of human cognition, which store experimental knowledge from task examples through a process of learning.", "link": "", "authors": "M. Akash and Fiitjee", "year": "2015", "journal": "arXiv preprint", "embeddings": [0.6382445096969604, -1.3918662071228027, 3.349945068359375, 2.7723679542541504, 2.986672878265381, 1.7650692462921143, 3.706648826599121, -4.683613300323486, 0.2649749517440796, 0.6350023746490479, -2.774038553237915, 2.916804790496826, 2.6609044075012207, -4.108601093292236, -2.378263235092163, 2.1239092350006104, -0.8490360975265503, -1.0559985637664795, 3.376643657684326, 3.024902105331421, 3.029461145401001, -1.0603878498077393, -3.818236827850342, -2.8869216442108154, 0.19358688592910767, -0.5495703220367432, 0.5800276398658752, -5.410533428192139, -3.324807643890381, -0.10203370451927185, -2.996922731399536, -4.636884689331055, 4.176648139953613, -1.6149647235870361, 4.7097930908203125, -0.8134499788284302, -5.055102348327637, 3.211815118789673, 0.3214022219181061, -1.5593597888946533, 2.758286476135254, 0.8562902808189392, 0.7187132835388184, 4.797065734863281, 3.9721174240112305, 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datasets.", "link": "", "authors": "Hoida Ali Abdalgadir Ahmed and Mohammed Hassen Hamza", "year": "2011", "journal": "arXiv preprint", "embeddings": [-0.3567524552345276, -2.2683029174804688, 0.3962222635746002, 2.0266220569610596, 0.34277158975601196, -0.625262975692749, -0.718142032623291, -1.0341932773590088, -3.2866344451904297, 0.23918375372886658, -1.7941603660583496, 2.3282880783081055, 3.5759754180908203, -2.139819383621216, -2.477874279022217, 1.9276245832443237, -1.5523905754089355, 2.8538994789123535, 2.9147565364837646, -0.18066173791885376, -0.3462896943092346, 4.082645893096924, 0.21263957023620605, -3.623433828353882, 1.568121075630188, -2.093332052230835, 1.6873804330825806, -4.445868968963623, -0.6646429300308228, 1.117492914199829, -1.7457889318466187, -4.781529426574707, 2.9125375747680664, -2.226893663406372, 1.3692560195922852, 1.0878748893737793, 1.3838677406311035, 3.767835855484009, -3.916987895965576, -1.7847281694412231, -0.841137707233429, 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in Neural Networks, its strengths, weaknesses and applications are explained.", "link": "", "authors": "Indranarain Ramlall", "year": "2009", "journal": "arXiv preprint", "embeddings": [1.3487216234207153, -2.7849514484405518, 0.4687933921813965, 3.4720146656036377, 1.0505297183990479, 0.8382109999656677, 3.9836337566375732, -6.547352313995361, -0.18984165787696838, 0.4462268352508545, -1.6890878677368164, 2.962836742401123, 1.9720227718353271, -3.6398708820343018, -2.1885762214660645, 1.4334051609039307, -1.3968390226364136, 1.052119493484497, 2.0703678131103516, 0.8425674438476562, -1.4538977146148682, 0.8552258014678955, -2.6136980056762695, -1.9873313903808594, 1.2292863130569458, -2.0022106170654297, 0.06218987703323364, -3.2970170974731445, -0.01784953474998474, -0.0025654174387454987, -3.6112759113311768, -2.046914577484131, 4.903047561645508, -2.0809743404388428, 6.262293338775635, 0.9951944351196289, -2.8581643104553223, 5.9482221603393555, -4.283493995666504, 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