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| @article{haarnoja2018soft, | |
| title = {Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor}, | |
| author = {Tuomas Haarnoja and Aurick Zhou and P. Abbeel and S. Levine}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2018}, | |
| url = {dblp.org/rec/conf/icml/HaarnojaZAL18} | |
| } | |
| @article{mnih2016asynchronous, | |
| title = {Asynchronous Methods for Deep Reinforcement Learning}, | |
| author = {Volodymyr Mnih and Adrià Puigdomènech Badia and Mehdi Mirza and A. Graves and T. Lillicrap and Tim Harley and David Silver and K. Kavukcuoglu}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2016}, | |
| url = {dblp.org/rec/journals/corr/MnihBMGLHSK16} | |
| } | |
| @article{zoph2016neural, | |
| title = {Neural Architecture Search with Reinforcement Learning}, | |
| author = {Barret Zoph and Quoc V. Le}, | |
| journal={International Conference on Learning Representations}, | |
| year = {2016}, | |
| url = {dblp.org/rec/conf/iclr/ZophL17} | |
| } | |
| @article{mnih2013playing, | |
| title = {Playing Atari with Deep Reinforcement Learning}, | |
| author = {Volodymyr Mnih and K. Kavukcuoglu and David Silver and A. Graves and Ioannis Antonoglou and Daan Wierstra and Martin A. Riedmiller}, | |
| journal={arXiv.org}, | |
| year = {2013}, | |
| url = {dblp.org/rec/journals/corr/MnihKSGAWR13} | |
| } | |
| @article{lillicrap2015continuous, | |
| title = {Continuous control with deep reinforcement learning}, | |
| author = {T. Lillicrap and Jonathan J. Hunt and A. Pritzel and N. Heess and T. Erez and Yuval Tassa and David Silver and Daan Wierstra}, | |
| journal={International Conference on Learning Representations}, | |
| year = {2015}, | |
| url = {dblp.org/rec/journals/corr/LillicrapHPHETS15} | |
| } | |
| @article{hasselt2015deep, | |
| title = {Deep Reinforcement Learning with Double Q-Learning}, | |
| author = {H. V. Hasselt and A. Guez and David Silver}, | |
| journal={AAAI Conference on Artificial Intelligence}, | |
| year = {2015}, | |
| url = {dblp.org/rec/journals/corr/HasseltGS15} | |
| } | |
| @article{sutton2005reinforcement, | |
| title = {Reinforcement Learning: An Introduction}, | |
| author = {R. Sutton and A. Barto}, | |
| journal={IEEE Transactions on Neural Networks}, | |
| year = {2005}, | |
| url = {dblp.org/rec/journals/tnn/SuttonB98} | |
| } | |
| @article{silver2018a, | |
| title = {A general reinforcement learning algorithm that masters chess, shogi, and Go through self-play}, | |
| author = {David Silver and T. Hubert and Julian Schrittwieser and Ioannis Antonoglou and Matthew Lai and A. Guez and Marc Lanctot and L. Sifre and D. Kumaran and T. Graepel and T. Lillicrap and K. Simonyan and D. Hassabis}, | |
| journal={Science}, | |
| year = {2018}, | |
| url = {} | |
| } | |
| @article{mcmahan2016communication, | |
| title = {Communication-Efficient Learning of Deep Networks from Decentralized Data}, | |
| author = {H. B. McMahan and Eider Moore and D. Ramage and S. Hampson and B. A. Y. Arcas}, | |
| journal={International Conference on Artificial Intelligence and Statistics}, | |
| year = {2016}, | |
| url = {dblp.org/rec/conf/aistats/McMahanMRHA17} | |
| } | |
| @article{he2022byzantine, | |
| title = {Byzantine-Robust Decentralized Learning via Self-Centered Clipping}, | |
| author = {Lie He and Sai Praneeth Karimireddy and Martin Jaggi}, | |
| journal={arXiv.org}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/corr/abs-2202-01545} | |
| } | |
| @article{fu2022lightweight, | |
| title = {Lightweight Automatic Modulation Classification Based on Decentralized Learning}, | |
| author = {Xue Fu and Guan Gui and Yu Wang and T. Ohtsuki and B. Adebisi and H. Gačanin and F. Adachi}, | |
| journal={IEEE Transactions on Cognitive Communications and Networking}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tccn/FuGWOAGA22} | |
| } | |
| @article{fu2022automatic, | |
| title = {Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning}, | |
| author = {Xue Fu and Guan Gui and Yu Wang and H. Gačanin and F. Adachi}, | |
| journal={IEEE Transactions on Vehicular Technology}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tvt/FuG0GA22} | |
| } | |
| @article{dandi2022data, | |
| title = {Data-heterogeneity-aware Mixing for Decentralized Learning}, | |
| author = {Yatin Dandi and Anastasia Koloskova and Martin Jaggi and S. Stich}, | |
| journal={arXiv.org}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/corr/abs-2204-06477} | |
| } | |
| @article{jeong2022asynchronous, | |
| title = {Asynchronous Decentralized Learning over Unreliable Wireless Networks}, | |
| author = {Eunjeong Jeong and Matteo Zecchin and M. Kountouris}, | |
| journal={ICC 2022 - IEEE International Conference on Communications}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/icc/JeongZK22} | |
| } | |
| @article{li2022learning, | |
| title = {Learning to Collaborate in Decentralized Learning of Personalized Models}, | |
| author = {Shuang-Yang Li and Tianyi Zhou and Xinmei Tian and Dacheng Tao}, | |
| journal={Computer Vision and Pattern Recognition}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/cvpr/LiZ0T22} | |
| } | |
| @article{esfandiari2021cross, | |
| title = {Cross-Gradient Aggregation for Decentralized Learning from Non-IID data}, | |
| author = {Yasaman Esfandiari and Sin Yong Tan and Zhanhong Jiang and Aditya Balu and Ethan Herron and C. Hegde and S. Sarkar}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2021}, | |
| url = {dblp.org/rec/journals/corr/abs-2103-02051} | |
| } | |
| @article{taheri2022on, | |
| title = {On Generalization of Decentralized Learning with Separable Data}, | |
| author = {Hossein Taheri and Christos Thrampoulidis}, | |
| journal={arXiv preprint}, | |
| year = {2022}, | |
| url = {arxiv.org/abs/2209.07116} | |
| } | |
| @article{paszke2019pytorch, | |
| title = {PyTorch: An Imperative Style, High-Performance Deep Learning Library}, | |
| author = {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 Köpf 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}, | |
| journal={Neural Information Processing Systems}, | |
| year = {2019}, | |
| url = {dblp.org/rec/journals/corr/abs-1912-01703} | |
| } | |
| @article{madry2017towards, | |
| title = {Towards Deep Learning Models Resistant to Adversarial Attacks}, | |
| author = {A. Madry and Aleksandar Makelov and Ludwig Schmidt and Dimitris Tsipras and Adrian Vladu}, | |
| journal={International Conference on Learning Representations}, | |
| year = {2017}, | |
| url = {dblp.org/rec/conf/iclr/MadryMSTV18} | |
| } | |
| @article{gal2015dropout, | |
| title = {Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning}, | |
| author = {Y. Gal and Zoubin Ghahramani}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2015}, | |
| url = {dblp.org/rec/journals/corr/GalG15} | |
| } | |
| @article{chollet2016xception, | |
| title = {Xception: Deep Learning with Depthwise Separable Convolutions}, | |
| author = {François Chollet}, | |
| journal={Computer Vision and Pattern Recognition}, | |
| year = {2016}, | |
| url = {dblp.org/rec/journals/corr/Chollet16a} | |
| } | |
| @article{liu2014deep, | |
| title = {Deep Learning Face Attributes in the Wild}, | |
| author = {Ziwei Liu and Ping Luo and Xiaogang Wang and Xiaoou Tang}, | |
| journal={IEEE International Conference on Computer Vision}, | |
| year = {2014}, | |
| url = {dblp.org/rec/journals/corr/LiuLWT14} | |
| } | |
| @article{qi2016pointnet, | |
| title = {PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation}, | |
| author = {C. Qi and Hao Su and Kaichun Mo and L. Guibas}, | |
| journal={Computer Vision and Pattern Recognition}, | |
| year = {2016}, | |
| url = {dblp.org/rec/journals/corr/QiSMG16} | |
| } | |
| @article{gulshan2016development, | |
| title = {Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs.}, | |
| author = {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. Webster}, | |
| journal={Journal of the American Medical Association (JAMA)}, | |
| year = {2016}, | |
| url = {} | |
| } | |
| @article{zhang2016understanding, | |
| title = {Understanding deep learning requires rethinking generalization}, | |
| author = {Chiyuan Zhang and Samy Bengio and Moritz Hardt and B. Recht and Oriol Vinyals}, | |
| journal={International Conference on Learning Representations}, | |
| year = {2016}, | |
| url = {dblp.org/rec/conf/iclr/ZhangBHRV17} | |
| } | |
| @article{adadi2018peeking, | |
| title = {Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI)}, | |
| author = {Amina Adadi and M. Berrada}, | |
| journal={IEEE Access}, | |
| year = {2018}, | |
| url = {dblp.org/rec/journals/access/AdadiB18} | |
| } | |
| @article{ridley2022explainable, | |
| title = {Explainable Artificial Intelligence (XAI)}, | |
| author = {M. Ridley}, | |
| journal={Information Technology and Libraries}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{russell1995artificial, | |
| title = {Artificial Intelligence: A Modern Approach}, | |
| author = {Stuart J. Russell and Peter Norvig}, | |
| journal={arXiv preprint}, | |
| year = {1995}, | |
| url = {} | |
| } | |
| @article{ma2022artificial, | |
| title = {Artificial Intelligence A Modern Approach Global Edition}, | |
| author = {}, | |
| journal={arXiv preprint}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{holland1992adaptation, | |
| title = {Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence}, | |
| author = {J. Holland}, | |
| journal={arXiv preprint}, | |
| year = {1992}, | |
| url = {dblp.org/rec/books/mit/H1992} | |
| } | |
| @article{dufwenberg2011game, | |
| title = {Game theory.}, | |
| author = {M. Dufwenberg}, | |
| journal={Wiley Interdisciplinary Reviews: Cognitive Science}, | |
| year = {2011}, | |
| url = {} | |
| } | |
| @article{9–jan2022combinatorial, | |
| title = {Combinatorial Game Theory}, | |
| author = {Jan. 9–Jan}, | |
| journal={arXiv preprint}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{osborne1995a, | |
| title = {A Course in Game Theory}, | |
| author = {M. Osborne and A. Rubinstein}, | |
| journal={arXiv preprint}, | |
| year = {1995}, | |
| url = {} | |
| } | |
| @article{camerer2003behavioral, | |
| title = {Behavioral Game Theory: Experiments in Strategic Interaction}, | |
| author = {Colin Camerer}, | |
| journal={arXiv preprint}, | |
| year = {2003}, | |
| url = {} | |
| } | |
| @article{myerson1991game, | |
| title = {Game theory - Analysis of Conflict}, | |
| author = {R. Myerson}, | |
| journal={arXiv preprint}, | |
| year = {1991}, | |
| url = {dblp.org/rec/books/daglib/0023252} | |
| } | |
| @article{rabin1993incorporating, | |
| title = {Incorporating Fairness into Game Theory and Economics}, | |
| author = {M. Rabin}, | |
| journal={arXiv preprint}, | |
| year = {1993}, | |
| url = {} | |
| } | |
| @article{roughgarden2010algorithmic, | |
| title = {Algorithmic game theory}, | |
| author = {T. Roughgarden}, | |
| journal={Communications of the ACM}, | |
| year = {2010}, | |
| url = {dblp.org/rec/journals/cacm/Roughgarden10} | |
| } | |
| @article{hesteren2017evolutionary, | |
| title = {Evolutionary Game Theory}, | |
| author = {D. M. V. Hesteren}, | |
| journal={arXiv preprint}, | |
| year = {2017}, | |
| url = {} | |
| } | |
| @article{chen2022multi, | |
| title = {Multi-Agent Reinforcement Learning for Decentralized Resilient Secondary Control of Energy Storage Systems Against DoS Attacks}, | |
| author = {Pengcheng Chen and Shichao Liu and Bo Chen and Li Yu}, | |
| journal={IEEE Transactions on Smart Grid}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tsg/ChenLCY22} | |
| } | |
| @article{lyu2021contrasting, | |
| title = {Contrasting Centralized and Decentralized Critics in Multi-Agent Reinforcement Learning}, | |
| author = {Xueguang Lyu and Yuchen Xiao and Brett Daley and Chris Amato}, | |
| journal={Adaptive Agents and Multi-Agent Systems}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/atal/LyuXDA21} | |
| } | |
| @article{su2022ma2ql, | |
| title = {MA2QL: A Minimalist Approach to Fully Decentralized Multi-Agent Reinforcement Learning}, | |
| author = {Kefan Su and Siyuan Zhou and Chuang Gan and Xiangjun Wang and Zongqing Lu}, | |
| journal={arXiv.org}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/corr/abs-2209-08244} | |
| } | |
| @article{liu2022federated, | |
| title = {Federated Reinforcement Learning for Decentralized Voltage Control in Distribution Networks}, | |
| author = {Haotian Liu and Wenchuan Wu}, | |
| journal={IEEE Transactions on Smart Grid}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tsg/LiuW22a} | |
| } | |
| @article{lei2022adaptive, | |
| title = {Adaptive Stochastic ADMM for Decentralized Reinforcement Learning in Edge IoT}, | |
| author = {Wanlu Lei and Yu Ye and M. Xiao and M. Skoglund and Zhu Han}, | |
| journal={IEEE Internet of Things Journal}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/iotj/LeiYXSH22} | |
| } | |
| @article{lu2021decentralized, | |
| title = {Decentralized Policy Gradient Descent Ascent for Safe Multi-Agent Reinforcement Learning}, | |
| author = {Songtao Lu and K. Zhang and Tianyi Chen and T. Başar and L. Horesh}, | |
| journal={AAAI Conference on Artificial Intelligence}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/aaai/LuZCBH21} | |
| } | |
| @article{thumiger2022a, | |
| title = {A Multi-Agent Deep Reinforcement Learning Approach for Practical Decentralized UAV Collision Avoidance}, | |
| author = {Nicholas Thumiger and M. Deghat}, | |
| journal={IEEE Control Systems Letters}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/csysl/ThumigerD22} | |
| } | |
| @article{rakkini2022comprehensive, | |
| title = {Comprehensive overview on the deployment of machine learning, deep learning, reinforcement learning algorithms in Selfish mining attack in blockchain}, | |
| author = {M. J. Jeyasheela Rakkini and K. Geetha}, | |
| journal={2022 IEEE 2nd Mysore Sub Section International Conference (MysuruCon)}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{sahu2023an, | |
| title = {An Overview of Machine Learning, Deep Learning, and Reinforcement Learning-Based Techniques in Quantitative Finance: Recent Progress and Challenges}, | |
| author = {S. Sahu and A. Mokhade and N. Bokde}, | |
| journal={Applied Sciences}, | |
| year = {2023}, | |
| url = {} | |
| } | |
| @article{zhao2022alphaholdem, | |
| title = {AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning}, | |
| author = {Enmin Zhao and Renye Yan and Jinqiu Li and Kai Li and Junliang Xing}, | |
| journal={AAAI Conference on Artificial Intelligence}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/aaai/ZhaoYLLX22} | |
| } | |
| @article{ma2021algorithms, | |
| title = {Algorithms For Reinforcement Learning Synthesis Lectures On Artificial Intelligence And Machine Learning Epdf Read}, | |
| author = {}, | |
| journal={arXiv preprint}, | |
| year = {2021}, | |
| url = {} | |
| } | |
| @article{yang2021an, | |
| title = {An Information Fusion Approach to Intelligent Traffic Signal Control Using the Joint Methods of Multiagent Reinforcement Learning and Artificial Intelligence of Things}, | |
| author = {Xiaoxian Yang and Yueshen Xu and Li Kuang and Zhiying Wang and Honghao Gao and Xuejie Wang}, | |
| journal={IEEE transactions on intelligent transportation systems (Print)}, | |
| year = {2021}, | |
| url = {dblp.org/rec/journals/tits/YangXKWGW22} | |
| } | |
| @article{ribba2020model, | |
| title = {Model‐Informed Artificial Intelligence: Reinforcement Learning for Precision Dosing}, | |
| author = {B. Ribba and S. Dudal and T. Lavé and R. Peck}, | |
| journal={Clinical pharmacology and therapy}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{hrinivich2020artificial, | |
| title = {Artificial intelligence-based radiotherapy machine parameter optimization using reinforcement learning.}, | |
| author = {W. Hrinivich and Junghoon Lee}, | |
| journal={Medical Physics (Lancaster)}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{liu2022joint, | |
| title = {Joint Beamforming, Power Allocation, and Splitting Control for SWIPT-Enabled IoT Networks with Deep Reinforcement Learning and Game Theory}, | |
| author = {Jain-Shing Liu and C. Lin and Yu‐Chen Hu and Praveen Kumar Donta}, | |
| journal={Italian National Conference on Sensors}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/sensors/LiuLHD22} | |
| } | |
| @article{duan2022autonomous, | |
| title = {Autonomous driving planning and decision making based on game theory and reinforcement learning}, | |
| author = {Weiping Duan and Zhongyi Tang and Wei Liu and Hongbiao Zhou}, | |
| journal={Expert Syst. J. Knowl. Eng.}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/es/DuanTLZ23} | |
| } | |
| @article{liang2022gadqn, | |
| title = {GaDQN-IDS: A Novel Self-Adaptive IDS for VANETs Based on Bayesian Game Theory and Deep Reinforcement Learning}, | |
| author = {Junwei Liang and M. Ma and Xu Tan}, | |
| journal={IEEE transactions on intelligent transportation systems (Print)}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tits/LiangMT22} | |
| } | |
| @article{jin2022security, | |
| title = {Security State Estimation for Cyber-Physical Systems against DoS Attacks via Reinforcement Learning and Game Theory}, | |
| author = {Zengwang Jin and Shuting Zhang and Yanyan Hu and Yanning Zhang and Changyin Sun}, | |
| journal={Actuators}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{yin2022air, | |
| title = {Air Combat Maneuver Decision Based on Deep Reinforcement Learning and Game Theory}, | |
| author = {Shuhui Yin and Yu Kang and Yunbo Zhao and Jian Xue}, | |
| journal={Cybersecurity and Cyberforensics Conference}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{zwillinger2022distributing, | |
| title = {Distributing data throughout a MANET in a communications denied environment: reinforcement learning and game theory approaches}, | |
| author = {D. Zwillinger and J. Sierchio and M. Gerken and Emily Clark}, | |
| journal={Defense + Commercial Sensing}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{purfatideh2014efficent, | |
| title = {Efficent Congestion Control Scheme in Computer Networks using Fuzzy Reinforcement Learning & Game Theory}, | |
| author = {Mohamad Bagher Safari Purfatideh and S. Jamali and Morteza Analoei}, | |
| journal={arXiv preprint}, | |
| year = {2014}, | |
| url = {} | |
| } | |
| @article{teymoori2022dynamic, | |
| title = {Dynamic Multi-user Computation Offloading for Mobile Edge Computing using Game Theory and Deep Reinforcement Learning}, | |
| author = {P. Teymoori and A. Boukerche}, | |
| journal={ICC 2022 - IEEE International Conference on Communications}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/icc/TeymooriB22} | |
| } | |
| @article{huang2022toward, | |
| title = {Toward Decentralized and Collaborative Deep Learning Inference for Intelligent IoT Devices}, | |
| author = {Yakun Huang and Xiuquan Qiao and S. Dustdar and Jianwei Zhang and Jiulin Li}, | |
| journal={IEEE Network}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/network/HuangQDZL22} | |
| } | |
| @article{lin2021quasi, | |
| title = {Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data}, | |
| author = {Tao Lin and Sai Praneeth Karimireddy and S. Stich and Martin Jaggi}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2021}, | |
| url = {dblp.org/rec/journals/corr/abs-2102-04761} | |
| } | |
| @article{takezawa2022momentum, | |
| title = {Momentum Tracking: Momentum Acceleration for Decentralized Deep Learning on Heterogeneous Data}, | |
| author = {Yuki Takezawa and Hang Bao and K. Niwa and R. Sato and Makoto Yamada}, | |
| journal={arXiv.org}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/corr/abs-2209-15505} | |
| } | |
| @article{kong2021consensus, | |
| title = {Consensus Control for Decentralized Deep Learning}, | |
| author = {Lingjing Kong and Tao Lin and Anastasia Koloskova and Martin Jaggi and S. Stich}, | |
| journal={International Conference on Machine Learning}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/icml/00010KJS21} | |
| } | |
| @article{vogels2021relaysum, | |
| title = {RelaySum for Decentralized Deep Learning on Heterogeneous Data}, | |
| author = {Thijs Vogels and Lie He and Anastasia Koloskova and Tao Lin and Sai Praneeth Karimireddy and S. Stich and Martin Jaggi}, | |
| journal={Neural Information Processing Systems}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/nips/VogelsHKKLSJ21} | |
| } | |
| @article{shiri2022decentralized, | |
| title = {Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework}, | |
| author = {I. Shiri and A. Vafaei Sadr and Mehdi Amini and Y. Salimi and Amirhossein Sanaat and A. Akhavanallaf and Behrooz Razeghi and Sohrab Ferdowsi and A. Saberi and Hossein ARABI and M. Becker and S. Voloshynovskiy and Deniz Gündüz and A. Rahmim and H. Zaidi}, | |
| journal={Clinical Nuclear Medicine}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{jayakody2022fake, | |
| title = {Fake News Detection using a Decentralized Deep Learning Model and Federated Learning}, | |
| author = {Nirosh Jayakody and Azeem Mohammad and M. Halgamuge}, | |
| journal={Annual Conference of the IEEE Industrial Electronics Society}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/iecon/JayakodyMH22} | |
| } | |
| @article{sun2021decentralized, | |
| title = {Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness}, | |
| author = {Yuwei Sun and H. Ochiai and H. Esaki}, | |
| journal={IEEE Transactions on Artificial Intelligence}, | |
| year = {2021}, | |
| url = {dblp.org/rec/journals/tai/SunOE22} | |
| } | |
| @article{lim2022decentralized, | |
| title = {Decentralized Edge Intelligence: A Dynamic Resource Allocation Framework for Hierarchical Federated Learning}, | |
| author = {Wei Yang Bryan Lim and Jer Shyuan Ng and Zehui Xiong and Jiangming Jin and Yang Zhang and D. Niyato and C. Leung and C. Miao}, | |
| journal={IEEE Transactions on Parallel and Distributed Systems}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tpds/LimNXJZNLM22} | |
| } | |
| @article{kang2022communication, | |
| title = {Communication-Efficient and Cross-Chain Empowered Federated Learning for Artificial Intelligence of Things}, | |
| author = {Jiawen Kang and Xuandi Li and Jiangtian Nie and Yi Liu and Minrui Xu and Zehui Xiong and D. Niyato and Qiang Yan}, | |
| journal={IEEE Transactions on Network Science and Engineering}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/tnse/KangLNLXXNY22} | |
| } | |
| @article{s2022converging, | |
| title = {Converging Blockchain and Artificial-Intelligence Towards Healthcare: A Decentralized-Private and Intelligence Health Record System}, | |
| author = {Arpith S and G. Mufeed and Anusha K R and Gahana}, | |
| journal={2022 2nd International Conference on Intelligent Technologies (CONIT)}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{facchini2022decentralized, | |
| title = {Decentralized Autonomous Organizations and Multi-agent Systems for Artificial Intelligence Applications and Data Analysis}, | |
| author = {Sante Dino Facchini}, | |
| journal={International Joint Conference on Artificial Intelligence}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/ijcai/Facchini22} | |
| } | |
| @article{nouruzi2022toward, | |
| title = {Toward a Smart Resource Allocation Policy via Artificial Intelligence in 6G Networks: Centralized or Decentralized?}, | |
| author = {A. Nouruzi and A. Rezaei and Ata Khalili and N. Mokari and M. Javan and Eduard Axel Jorswieck and H. Yanikomeroglu}, | |
| journal={arXiv.org}, | |
| year = {2022}, | |
| url = {dblp.org/rec/journals/corr/abs-2202-09093} | |
| } | |
| @article{jose2022application, | |
| title = {Application of artificial intelligence in secure decentralized computation enabled by TOTEM}, | |
| author = {Dhanya Therese Jose and Chunming Rong and Antorweep Chakravorty}, | |
| journal={2022 IEEE Asia-Pacific Conference on Computer Science and Data Engineering (CSDE)}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{clough2020artificial, | |
| title = {Artificial Intelligence, Data-Driven Learning, and the Decentralized Structure of Platform Ecosystems}, | |
| author = {David R. Clough and Andy Wu}, | |
| journal={arXiv preprint}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{hu2020energy, | |
| title = {Energy Management for isolated renewable-powered microgrids using reinforcement learning and game theory}, | |
| author = {R. Hu and A. Kwasinski}, | |
| journal={EPE}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{adams2020resolving, | |
| title = {Resolving Implicit Coordination in Multi-Agent Deep Reinforcement Learning with Deep Q-Networks & Game Theory}, | |
| author = {Griffin Adams and Sarguna Padmanabhan and S. Shekhar}, | |
| journal={arXiv.org}, | |
| year = {2020}, | |
| url = {dblp.org/rec/journals/corr/abs-2012-09136} | |
| } | |
| @article{zhou2019intelligent, | |
| title = {Intelligent Decentralized Dynamic Power Allocation in MANET at Tactical Edge based on Mean-Field Game Theory}, | |
| author = {Zejian Zhou and Lijun Qian and Hao Xu}, | |
| journal={IEEE Military Communications Conference}, | |
| year = {2019}, | |
| url = {dblp.org/rec/conf/milcom/ZhouQX19} | |
| } | |
| @article{zhou2021decentralized, | |
| title = {Decentralized Optimal Tracking Control for Large-scale Multi-Agent Systems under Complex Environment: A Constrained Mean Field Game with Reinforcement Learning Approach}, | |
| author = {Zejian Zhou and Hao Xu}, | |
| journal={Conference on Control Technology and Applications}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/ccta/ZhouX21a} | |
| } | |
| @article{blum2006machine, | |
| title = {Machine Learning , Game Theory , and Mechanism Design for a Networked World}, | |
| author = {A. Blum}, | |
| journal={arXiv preprint}, | |
| year = {2006}, | |
| url = {} | |
| } | |
| @article{goktas2022an, | |
| title = {An Algorithmic Theory of Markets and Their Application to Decentralized Markets}, | |
| author = {Denizalp Goktas}, | |
| journal={AAAI Conference on Artificial Intelligence}, | |
| year = {2022}, | |
| url = {dblp.org/rec/conf/aaai/Goktas22} | |
| } | |
| @article{celli2021decentralized, | |
| title = {Decentralized No-regret Learning Algorithms for Extensive-form Correlated Equilibria (Extended Abstract)}, | |
| author = {A. Celli and A. Marchesi and Gabriele Farina and N. Gatti}, | |
| journal={International Joint Conference on Artificial Intelligence}, | |
| year = {2021}, | |
| url = {dblp.org/rec/conf/ijcai/CelliMF021} | |
| } | |
| @article{kim2018a, | |
| title = {A better-performing Q-learning game-theoretic distributed routing for underwater wireless sensor networks}, | |
| author = {Sungwook Kim}, | |
| journal={Int. J. Distributed Sens. Networks}, | |
| year = {2018}, | |
| url = {dblp.org/rec/journals/ijdsn/Kim18} | |
| } | |
| @article{zhu2020deep, | |
| title = {Deep‐learning artificial intelligence analysis of clinical variables predicts mortality in COVID‐19 patients}, | |
| author = {Jocelyn Zhu and Peilin Ge and Chun-guo Jiang and Yong Zhang and Xiaoran Li and Zirun Zhao and Liming Zhang and T. Duong}, | |
| journal={Journal of the American College of Emergency Physicians Open}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{hiraiwa2019a, | |
| title = {A deep-learning artificial intelligence system for assessment of root morphology of the mandibular first molar on panoramic radiography.}, | |
| author = {T. Hiraiwa and Y. Ariji and M. Fukuda and Yoshitaka Kise and K. Nakata and A. Katsumata and H. Fujita and E. Ariji}, | |
| journal={Dento maxillo facial radiology}, | |
| year = {2019}, | |
| url = {} | |
| } | |
| @article{lemley2017deep, | |
| title = {Deep Learning for Consumer Devices and Services: Pushing the limits for machine learning, artificial intelligence, and computer vision.}, | |
| author = {Joseph Lemley and S. Bazrafkan and P. Corcoran}, | |
| journal={IEEE Consumer Electronics Magazine}, | |
| year = {2017}, | |
| url = {dblp.org/rec/journals/cem/LemleyBC17} | |
| } | |
| @article{joonmyun2020application, | |
| title = {Application Trends of Deep Learning Artificial Intelligence in Autonomous Things}, | |
| author = {Cho Joonmyun}, | |
| journal={arXiv preprint}, | |
| year = {2020}, | |
| url = {} | |
| } | |
| @article{xie2022intelligent, | |
| title = {INTELLIGENT ACQUISITION METHOD OF HERBACEOUS FLOWERS IMAGE BASED ON THEME CRAWLER, DEEP LEARNING AND GAME THEORY}, | |
| author = {Zhouyi Xie and Yanrong Hu and Weijun Hu}, | |
| journal={Chronos}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{anishfathima2022secure, | |
| title = {Secure Wireless Sensor Network Energy Optimization Model with Game Theory and Deep Learning Algorithm}, | |
| author = {B. Anishfathima and M. Mahaboob and S.Gokul Kumar and A. Jabakumar}, | |
| journal={2022 8th International Conference on Advanced Computing and Communication Systems (ICACCS)}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{ardekani2022combining, | |
| title = {Combining Deep Learning and Game Theory for Path Planning in Autonomous Racing Cars}, | |
| author = {Amirhossein Afkhami Ardekani and Amirhosein Chahe and M. R. Hairi Yazdi}, | |
| journal={International Conference on Robotics and Mechatronics}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{cunningham2023a, | |
| title = {A Deep Learning Game Theoretic Model for Defending Against Large Scale Smart Grid Attacks}, | |
| author = {James Cunningham and Alexander J. Aved and David Ferris and Philip Morrone and Conrad S. Tucker}, | |
| journal={IEEE Transactions on Smart Grid}, | |
| year = {2023}, | |
| url = {dblp.org/rec/journals/tsg/CunninghamAFMT23} | |
| } | |
| @article{jia2021lane, | |
| title = {Lane-Changing Behavior Prediction Based on Game Theory and Deep Learning}, | |
| author = {Shuo Jia and F. Hui and Cheng Wei and Xiangmo Zhao and Jianbei Liu}, | |
| journal={Journal of Advanced Transportation}, | |
| year = {2021}, | |
| url = {} | |
| } | |
| @article{sahin2022artificial, | |
| title = {Artificial Intelligence, Game Theory, Programming Used Languages and Platforms, Game Types and Training Methods}, | |
| author = {Fatih Sahin}, | |
| journal={2022 International Conference on Artificial Intelligence of Things (ICAIoT)}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{hanley2021games, | |
| title = {GAMES, game theory and artificial intelligence Game theory and artificial intelligence}, | |
| author = {J. Hanley}, | |
| journal={arXiv preprint}, | |
| year = {2021}, | |
| url = {} | |
| } | |
| @article{wang2022deepholdem, | |
| title = {DeepHoldem: An Efficient End-to-End Texas Hold'em Artificial Intelligence Fusion of Algorithmic Game Theory and Game Information}, | |
| author = {Ke Wang and Dongdong Bai and Qibin Zhou}, | |
| journal={International Conference on Innovative Computing and Cloud Computing}, | |
| year = {2022}, | |
| url = {} | |
| } | |
| @article{shen2021interactive, | |
| title = {Interactive Artificial Intelligence Meets Game Theory in Next-Generation Communication Networks}, | |
| author = {Jingyu Shen and Chungang Yang and Tong Li and Xinwei Wang and Yanbo Song and M. Guizani}, | |
| journal={IEEE wireless communications}, | |
| year = {2021}, | |
| url = {dblp.org/rec/journals/wc/ShenYLWSG21} | |
| } | |
| @article{bai2021smart, | |
| title = {Smart financial policy adjustment system based on multiple game theory and artificial intelligence}, | |
| author = {Yunru Bai and Guang Zhang and San Sun}, | |
| journal={2021 5th International Conference on Trends in Electronics and Informatics (ICOEI)}, | |
| year = {2021}, | |
| url = {} | |
| } | |
| @article{dowe2020game, | |
| title = {Game theory and Artificial Intelligence in just preservation}, | |
| author = {D. Dowe and N. Chmait}, | |
| journal={arXiv preprint}, | |
| year = {2020}, | |
| url = {} | |
| } | |