MIRA: Model-Based Imagined Rollouts Augmentation for Non-Stationarity in Multi-Agent Systems

One of the challenges in multi-agent systems comes from the environmental non-stationarity that policies of all agents are evolving individually over time. Many existing multi-agent reinforcement learning (MARL) methods have been proposed to address this problem. However, these methods rely on a lar...

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Bibliographic Details
Main Authors: Haotian Xu, Qi Fang, Cong Hu, Yue Hu, Quanjun Yin
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/10/17/3059