"reinforcement learning theory" Papers

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How Does Goal Relabeling Improve Sample Efficiency?

Sirui Zheng, Chenjia Bai, Zhuoran Yang et al.

ICML 2024

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

Qiankun Zhang, Aocheng Shen, Boyu Zhang et al.

ICML 2024

Prospective Side Information for Latent MDPs

Jeongyeol Kwon, Yonathan Efroni, Shie Mannor et al.

ICML 2024spotlightarXiv:2310.07596
7
citations

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
4
citations