2024 Poster "policy gradient algorithms" Papers

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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

On the Second-Order Convergence of Biased Policy Gradient Algorithms

Siqiao Mu, Diego Klabjan

ICML 2024poster

Principled Penalty-based Methods for Bilevel Reinforcement Learning and RLHF

Han Shen, Zhuoran Yang, Tianyi Chen

ICML 2024poster