Reducing Q-Value Estimation Bias via Mutual Estimation and Softmax Operation in MADRL

Reducing Q-Value Estimation Bias via Mutual Estimation and Softmax Operation in MADRL

With the development of electronic game technology, the content of electronic games presents a larger number of units, richer unit attributes, more complex game mechanisms, and more diverse team strategies. Multi-agent deep reinforcement learning shines brightly in this type of team electronic game,...

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Bibliographic Details
Main Authors: Zheng Li, Xinkai Chen, Jiaqing Fu, Ning Xie, Tingting Zhao
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Algorithms
Subjects:
reinforcement learning
game AI
multi-agent Q-network mutual estimation
softmax bellman operation
reinforcement learning environment
Online Access:https://www.mdpi.com/1999-4893/17/1/36

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https://www.mdpi.com/1999-4893/17/1/36

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