vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms

Yiwen Zhu, Jinyi Liu 0001, Wenya Wei, Qianyi Fu, Yujing Hu, Zhou Fang, Bo An 0001, Jianye Hao, Tangjie Lv, Changjie Fan. vMFER: von Mises-Fisher Experience Resampling Based on Uncertainty of Gradient Directions for Policy Improvement of Actor-Critic Algorithms. In Mehdi Dastani, Jaime Simão Sichman, Natasha Alechina, Virginia Dignum, editors, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, Auckland, New Zealand, May 6-10, 2024. pages 2621-2623, ACM, 2024. [doi]

Abstract

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