"reference-advantage decomposition" Papers

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Gap-Dependent Bounds for Q-Learning using Reference-Advantage Decomposition

Zhong Zheng, Haochen Zhang, Lingzhou Xue

ICLR 2025arXiv:2410.07574
9
citations

Improving Sample Efficiency of Model-Free Algorithms for Zero-Sum Markov Games

Songtao Feng, Ming Yin, Yu-Xiang Wang et al.

ICML 2024arXiv:2308.08858
2
citations

Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning

Dake Zhang, Boxiang Lyu, Shuang Qiu et al.

ICML 2024spotlightarXiv:2407.07631
1
citations