2024 "on-policy reinforcement learning" Papers

5 papers found

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

Weiye Zhao, Feihan Li, Yifan Sun et al.

ICML 2024poster

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 2024poster

Reflective Policy Optimization

Yaozhong Gan, yan renye, zhe wu et al.

ICML 2024poster

SAPG: Split and Aggregate Policy Gradients

Jayesh Singla, Ananye Agarwal, Deepak Pathak

ICML 2024poster