Giuseppe Paolo

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updated a Space 15 days ago

Running

README

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authored a paper 17 days ago

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Paper • 2502.15425 • Published 21 days ago • 8

commented a paper 17 days ago

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Paper • 2502.15425 • Published 21 days ago • 8 •

2

upvoted a paper 17 days ago

TAG: A Decentralized Framework for Multi-Agent Hierarchical Reinforcement Learning

Paper • 2502.15425 • Published 21 days ago • 8

liked a model 18 days ago

paris-noah/Mantis-8M

Updated 17 days ago • 7.15k • 12

authored 12 papers 21 days ago

SAMformer: Unlocking the Potential of Transformers in Time Series Forecasting with Sharpness-Aware Minimization and Channel-Wise Attention

Paper • 2402.10198 • Published Feb 15, 2024 • 1

A call for embodied AI

Paper • 2402.03824 • Published Feb 6, 2024

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 66

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

Paper • 2502.10235 • Published 28 days ago • 8

Discovering and Exploiting Sparse Rewards in a Learned Behavior Space

Paper • 2111.01919 • Published Nov 2, 2021

Learning in Sparse Rewards settings through Quality-Diversity algorithms

Paper • 2203.01027 • Published Mar 2, 2022

Sparse Reward Exploration via Novelty Search and Emitters

Paper • 2102.03140 • Published Feb 5, 2021

Novelty Search makes Evolvability Inevitable

Paper • 2005.06224 • Published May 13, 2020

Unsupervised Learning and Exploration of Reachable Outcome Space

Paper • 1909.05508 • Published Sep 12, 2019

A Data-driven Model for Interaction-aware Pedestrian Motion Prediction in Object Cluttered Environments

Paper • 1709.08528 • Published Sep 25, 2017

Towards continuous control of flippers for a multi-terrain robot using deep reinforcement learning

Paper • 1709.08430 • Published Sep 25, 2017

Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation

Paper • 1703.00420 • Published Mar 1, 2017

upvoted a paper 25 days ago

AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting

Paper • 2502.10235 • Published 28 days ago • 8

upvoted a paper 4 months ago

Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Level

Paper • 2411.03562 • Published Nov 5, 2024 • 66

authored a paper 5 months ago

Zero-shot Model-based Reinforcement Learning using Large Language Models

Paper • 2410.11711 • Published Oct 15, 2024 • 9