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Poster
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Thu 16:30
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A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
Wonil Song · Hyesong Choi · Kwanghoon Sohn · Dongbo Min
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Poster
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Fri 16:30
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Truncated Variance Reduced Value Iteration
Yujia Jin · Ishani Karmarkar · Aaron Sidford · Jiayi Wang
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Poster
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Fri 11:00
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Do's and Don'ts: Learning Desirable Skills with Instruction Videos
HYUNSEUNG KIM · BYUNG KUN LEE · Hojoon Lee · Dongyoon Hwang · Donghu Kim · Jaegul Choo
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Workshop
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Sun 11:20
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Transformers can reinforcement learn to approximate Gittins Index
Vladimir Petrov · Nikhil Vyas · Lucas Janson
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Workshop
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Towards Using Large Language Models and Deep Reinforcement Learning for Inertial Fusion Energy
Vadim Elisseev · Massimiliano Esposito · James Sexton
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Workshop
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Efficient Fine-Tuning of Behavior Cloned Policies with Reinforcement Learning from Limited Demonstrations
Samyeul Noh · Seonghyun Kim · Ingook Jang
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Affinity Event
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GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
Sujin Yun · Jaewoo Lee · Taeyoung Yun · Jinkyoo Park
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Workshop
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Ensemble-based Offline Reinforcement Learning with Adaptive Behavior Cloning
Danyang Wang · Lingsong Zhang
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Poster
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Thu 11:00
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Enhancing Chess Reinforcement Learning with Graph Representation
Tomas Rigaux · Hisashi Kashima
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Poster
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Fri 11:00
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Diffusion Spectral Representation for Reinforcement Learning
Dmitry Shribak · Chen-Xiao Gao · Yitong Li · Chenjun Xiao · Bo Dai
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Workshop
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Sun 16:00
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Invited talk: Social Reinforcement Learning for Coordination, Social Reasoning, and Online Adaptation
Natasha Jaques
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Affinity Event
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Explainable Reinforcement Learning for Optimizing Electricity Costs in Building Energy Management
Hallah Shahid Butt · Qiong Huang · Benjamin Schäfer
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