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Distributed Bee Actor-Critic Algorithm: An Approach for Intelligent Wargaming

  • Junjie Zhao,
  • Yuxiang Sun,
  • Sheng Zhou,
  • Yuanbai Li,
  • Xianzhong Zhou

摘要

This paper presents the Distributed Bee Actor-Critic Algorithm, an innovative approach for intelligent wargaming. The algorithm combines the strengths of the artificial bee colony algorithm and the asynchronous dominant actor critique architecture for efficient learning in complex environments. A simulated wargaming scenario was used to test the proposed approach, demonstrating its superior performance compared to other leading edge algorithms.