"on-policy reinforcement learning" Papers

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GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning

Shutong Ding, Ke Hu, Shan Zhong et al.

NEURIPS 2025arXiv:2505.18763
6
citations

Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning

Samuel Garcin, Trevor McInroe, Pablo Samuel Castro et al.

ICLR 2025arXiv:2503.06343
5
citations

Absolute Policy Optimization: Enhancing Lower Probability Bound of Performance with High Confidence

Weiye Zhao, Feihan Li, Yifan Sun et al.

ICML 2024

Colored Noise in PPO: Improved Exploration and Performance through Correlated Action Sampling

Jakob Hollenstein, Georg Martius, Justus Piater

AAAI 2024paperarXiv:2312.11091
8
citations

Preference Fine-Tuning of LLMs Should Leverage Suboptimal, On-Policy Data

Fahim Tajwar, Anikait Singh, Archit Sharma et al.

ICML 2024arXiv:2404.14367
179
citations

Reflective Policy Optimization

Yaozhong Gan, yan renye, zhe wu et al.

ICML 2024arXiv:2406.03678
2
citations

SAPG: Split and Aggregate Policy Gradients

Jayesh Singla, Ananye Agarwal, Deepak Pathak

ICML 2024arXiv:2407.20230
13
citations