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205 Results
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Workshop
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Reinforcement Learning-Driven Linker Design via Fast Attention-based Point Cloud Alignment Rebecca Manuela Neeser · Mehmet Akdel · Daniel Kovtun · Luca Naef |
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Poster
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Thu 13:30 |
Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning Boyin Liu · Zhiqiang Pu · Yi Pan · Jianqiang Yi · Yanyan Liang · D. Zhang |
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Poster
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Tue 14:00 |
Model-Bellman Inconsistency for Model-based Offline Reinforcement Learning Yihao Sun · Jiaji Zhang · Chengxing Jia · Haoxin Lin · Junyin Ye · Yang Yu |
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Poster
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Tue 17:00 |
Multi-User Reinforcement Learning with Low Rank Rewards Dheeraj Nagaraj · Suhas Kowshik · Naman Agarwal · Praneeth Netrapalli · Prateek Jain |
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Poster
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Wed 17:00 |
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs Guan-Ting Liu · En-Pei Hu · Pu-Jen Cheng · Hung-yi Lee · Shao-Hua Sun |
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Poster
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Wed 17:00 |
STEERING : Stein Information Directed Exploration for Model-Based Reinforcement Learning Souradip Chakraborty · Amrit Bedi · Alec Koppel · Mengdi Wang · Furong Huang · Dinesh Manocha |
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Workshop
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The Power of Duality Principle in Offline Average-Reward Reinforcement Learning Asuman Ozdaglar · Sarath Pattathil · Jiawei Zhang · Kaiqing Zhang |
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Workshop
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Accelerated Policy Gradient: On the Nesterov Momentum for Reinforcement Learning Yen-Ju Chen · Nai-Chieh Huang · Ping-Chun Hsieh |
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Poster
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Thu 16:30 |
Understanding Self-Predictive Learning for Reinforcement Learning Yunhao Tang · Zhaohan Guo · Pierre Richemond · Bernardo Avila Pires · Yash Chandak · Remi Munos · Mark Rowland · Mohammad Gheshlaghi Azar · Charline Le Lan · Clare Lyle · Andras Gyorgy · Shantanu Thakoor · Will Dabney · Bilal Piot · Daniele Calandriello · Michal Valko |
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Workshop
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Query-Policy Misalignment in Preference-Based Reinforcement Learning Xiao Hu · Jianxiong Li · Xianyuan Zhan · Qing-Shan Jia · Ya-Qin Zhang |
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Poster
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Thu 16:30 |
Parallel -Learning: Scaling Off-policy Reinforcement Learning under Massively Parallel Simulation Zechu Li · Tao Chen · Zhang-Wei Hong · Anurag Ajay · Pulkit Agrawal |
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Poster
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Thu 16:30 |
Beyond Exponentially Fast Mixing in Average-Reward Reinforcement Learning via Multi-Level Monte Carlo Actor-Critic Wesley A. Suttle · Amrit Bedi · Bhrij Patel · Brian Sadler · Alec Koppel · Dinesh Manocha |