Generating individual intrinsic reward for cooperative multiagent reinforcement learning

Multiagent reinforcement learning holds considerable promise to deal with cooperative multiagent tasks. Unfortunately, the only global reward shared by all agents in the cooperative tasks may lead to the lazy agent problem. To cope with such a problem, we propose a generating individual intrinsic re...

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Bibliographic Details
Main Authors: Haolin Wu, Hui Li, Jianwei Zhang, Zhuang Wang, Jianeng Zhang
Format: Article
Language:English
Published: SAGE Publishing 2021-10-01
Series:International Journal of Advanced Robotic Systems
Online Access:https://doi.org/10.1177/17298814211044946