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790 Results
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Workshop
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Robustness to Multi-Modal Environment Uncertainty in MARL using Curriculum Learning Aakriti Agrawal · Rohith Aralikatti · Yanchao Sun · Furong Huang |
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Workshop
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Mini-BEHAVIOR: A Procedurally Generated Benchmark for Long-horizon Decision-Making in Embodied AI Emily Jin · Jiaheng Hu · Zhuoyi Huang · Ruohan Zhang · Jiajun Wu · Fei-Fei Li · Roberto Martín-Martín |
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Poster
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Thu 8:45 |
Gradient Informed Proximal Policy Optimization Sanghyun Son · Laura Zheng · Ryan Sullivan · Yi-Ling Qiao · Ming Lin |
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Poster
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Wed 8:45 |
AlberDICE: Addressing Out-Of-Distribution Joint Actions in Offline Multi-Agent RL via Alternating Stationary Distribution Correction Estimation Daiki E. Matsunaga · Jongmin Lee · Jaeseok Yoon · Stefanos Leonardos · Pieter Abbeel · Kee-Eung Kim |
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Workshop
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Regularity as Intrinsic Reward for Free Play Cansu Sancaktar · Justus Piater · Georg Martius |
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Workshop
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Can Reinforcement Learning support policy makers? A preliminary study with Integrated Assessment Models Theodore Wolf · Nantas Nardelli · John Shawe-Taylor · Maria Perez-Ortiz |
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Workshop
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Searching for High-Value Molecules Using Reinforcement Learning and Transformers Raj Ghugare · Santiago Miret · Adriana Hugessen · Mariano Phielipp · Glen Berseth |
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Poster
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Thu 8:45 |
Regret-Optimal Model-Free Reinforcement Learning for Discounted MDPs with Short Burn-In Time Xiang Ji · Gen Li |
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Poster
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Thu 15:00 |
SafeDICE: Offline Safe Imitation Learning with Non-Preferred Demonstrations Youngsoo Jang · Geon-Hyeong Kim · Jongmin Lee · Sungryull Sohn · Byoungjip Kim · Honglak Lee · Moontae Lee |
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Workshop
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Mini-BEHAVIOR: A Procedurally Generated Benchmark for Long-horizon Decision-Making in Embodied AI Emily Jin · Jiaheng Hu · Zhuoyi Huang · Ruohan Zhang · Jiajun Wu · Fei-Fei Li · Roberto Martín-Martín |
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Poster
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Wed 8:45 |
MAG-GNN: Reinforcement Learning Boosted Graph Neural Network Lecheng Kong · Jiarui Feng · Hao Liu · Dacheng Tao · Yixin Chen · Muhan Zhang |
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Poster
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Wed 8:45 |
Efficient Model-Free Exploration in Low-Rank MDPs Zak Mhammedi · Adam Block · Dylan J Foster · Alexander Rakhlin |