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Yunbo Qiu

2 accepted papers

2024

Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

AAAI 2024technical

Communication in multi-agent reinforcement learning (MARL) has been proven to effectively promote cooperation among agents recently. Since communication in real-world scenarios is vulnerable to noises and adversarial attacks, it is crucial to develop robust communicative MARL technique. However, exi…

Cited by 5SourcePDFScholar
2023

Promoting Cooperation in Multi-Agent Reinforcement Learning via Mutual Help

ICASSP 2023accepted

Multi-agent reinforcement learning (MARL) has achieved great progress in cooperative tasks in recent years. However, in the local reward scheme, where only local rewards for each agent are given without global rewards shared by all the agents, traditional MARL algorithms lack sufficient consideratio…

Cited by 0SourceScholar