Poster "reinforcement learning theory" Papers

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How Does Goal Relabeling Improve Sample Efficiency?

Sirui Zheng, Chenjia Bai, Zhuoran Yang et al.

Online Matching with Stochastic Rewards: Provable Better Bound via Adversarial Reinforcement Learning

Qiankun Zhang, Aocheng Shen, Boyu Zhang et al.

The Max-Min Formulation of Multi-Objective Reinforcement Learning: From Theory to a Model-Free Algorithm

Giseung Park, woohyeon Byeon, Seongmin Kim et al.

ICML 2024arXiv:2406.07826