Safe APG: Accelerated Policy Gradient Algorithm for Secure Policy Updating in Reinforcement Learning

Jianan Lin, Yao Chen 0003, Zhengyang Ji, Meng Yuan, Bo Hou, Shaolin Tan. Safe APG: Accelerated Policy Gradient Algorithm for Secure Policy Updating in Reinforcement Learning. In InĂªs Lynce, nello Murano, Mauro Vallati, Serena Villata, Federico Chesani, Michela Milano, Andrea Omicini, Mehdi Dastani, editors, ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy - Including 14th Conference on Prestigious Applications of Intelligent Systems (PAIS 2025). Volume 413 of Frontiers in Artificial Intelligence and Applications, pages 2945-2952, IOS Press, 2025. [doi]

Abstract

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