Search Results for author: Lebin Yu

Found 4 papers, 1 papers with code

Robust Communicative Multi-Agent Reinforcement Learning with Active Defense

no code implementations16 Dec 2023 Lebin Yu, Yunbo Qiu, Quanming Yao, Yuan Shen, Xudong Zhang, Jian Wang

We propose an active defense strategy, where agents automatically reduce the impact of potentially harmful messages on the final decision.

Multi-agent Reinforcement Learning reinforcement-learning

Low Entropy Communication in Multi-Agent Reinforcement Learning

no code implementations10 Feb 2023 Lebin Yu, Yunbo Qiu, Qiexiang Wang, Xudong Zhang, Jian Wang

Communication in multi-agent reinforcement learning has been drawing attention recently for its significant role in cooperation.

Multi-agent Reinforcement Learning reinforcement-learning +1

Robust Reinforcement Learning under model misspecification

1 code implementation29 Mar 2021 Lebin Yu, Jian Wang, Xudong Zhang

Reinforcement learning has achieved remarkable performance in a wide range of tasks these days.

Adversarial Attack reinforcement-learning +1

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