A survey of progress on cooperative multi-agent reinforcement learning in open environment

L Yuan, Z Zhang, L Li, C Guan, Y Yu - arXiv preprint arXiv:2312.01058, 2023 - arxiv.org
Multi-agent Reinforcement Learning (MARL) has gained wide attention in recent years and
has made progress in various fields. Specifically, cooperative MARL focuses on training a …

I2Q: A fully decentralized Q-learning algorithm

J Jiang, Z Lu - Advances in Neural Information Processing …, 2022 - proceedings.neurips.cc
Fully decentralized multi-agent reinforcement learning has shown great potentials for many
real-world cooperative tasks, where the global information,\textit {eg}, the actions of other …