"policy improvement" Papers

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Active Reinforcement Learning Strategies for Offline Policy Improvement

Ambedkar Dukkipati, Ranga Shaarad Ayyagari, Bodhisattwa Dasgupta et al.

AAAI 2025paperarXiv:2412.13106
3
citations

Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution

Changxin Huang, Yanbin Chang, Junfan Lin et al.

AAAI 2025paperarXiv:2412.13492
1
citations

When Can Model-Free Reinforcement Learning be Enough for Thinking?

Josiah Hanna, Nicholas Corrado

NEURIPS 2025arXiv:2506.17124
1
citations

Boosting Reinforcement Learning with Strongly Delayed Feedback Through Auxiliary Short Delays

Qingyuan Wu, Simon Zhan, Yixuan Wang et al.

ICML 2024arXiv:2402.03141
4
citations

ODIN: Disentangled Reward Mitigates Hacking in RLHF

Lichang Chen, Chen Zhu, Jiuhai Chen et al.

ICML 2024arXiv:2402.07319
110
citations

Skill Set Optimization: Reinforcing Language Model Behavior via Transferable Skills

Kolby Nottingham, Bodhisattwa Prasad Majumder, Bhavana Dalvi et al.

ICML 2024arXiv:2402.03244
12
citations