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21 Results
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Poster
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Fri 11:00 |
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator Siyuan Xu · Minghui Zhu |
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Poster
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Thu 16:30 |
Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning Lijun Zhang · Lin Li · Wei Wei · Huizhong Song · Yaodong Yang · Jiye Liang |
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Workshop
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Policy Optimization for Strictly Batch Imitation Learning Rishabh Agrawal · Nathan Dahlin · Rahul Jain · Ashutosh Nayyar |
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Poster
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Wed 11:00 |
Robot Policy Learning with Temporal Optimal Transport Reward Yuwei Fu · Haichao Zhang · Di Wu · Wei Xu · Benoit Boulet |
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Poster
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Thu 16:30 |
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization Shutong Ding · Ke Hu · Zhenhao Zhang · Kan Ren · Weinan Zhang · Jingyi Yu · Jingya Wang · Ye Shi |
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Poster
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Thu 11:00 |
e-COP : Episodic Constrained Optimization of Policies Akhil Agnihotri · Rahul Jain · Deepak Ramachandran · Sahil Singla |
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Poster
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Fri 16:30 |
Variational Delayed Policy Optimization Qingyuan Wu · Simon Zhan · Yixuan Wang · Yuhui Wang · Chung-Wei Lin · Chen Lv · Qi Zhu · Chao Huang |
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Poster
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Wed 11:00 |
Autoregressive Policy Optimization for Constrained Allocation Tasks David Winkel · Niklas Strauß · Maximilian Bernhard · Zongyue Li · Thomas Seidl · Matthias Schubert |
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Workshop
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Optimizing Reward Models with Proximal Policy Exploration in Preference-Based Reinforcement Learning Yiwen Zhu · Jinyi Liu · Yifu Yuan · Wenya Wei · Zhenxing Ge · qianyi fu · Zhou Fang · Yujing Hu · Bo An |
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Workshop
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Improving Generalization of Differentiable Simulator Policies with Sharpness-Aware Optimization Severin Bochem · Eduardo Sanchez · Yves Bicker · Gabriele Fadini |
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Poster
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Wed 11:00 |
Stepwise Alignment for Constrained Language Model Policy Optimization Akifumi Wachi · Thien Tran · Rei Sato · Takumi Tanabe · Youhei Akimoto |
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Poster
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Thu 11:00 |
Reinforcing LLM Agents via Policy Optimization with Action Decomposition Muning Wen · Ziyu Wan · Jun Wang · Weinan Zhang · Ying Wen |