A Survey of Progress on Cooperative Multi-agent Reinforcement Learning in Open Environment L Yuan, Z Zhang, L Li, C Guan, Y Yu SCIENCE CHINA Information Sciences (SCIS), 2023 | 17 | 2023 |
Robust Multi-Agent Coordination via Evolutionary Generation of Auxiliary Adversarial Attackers L Yuan, Z Zhang, K Xue, H Yin, F Chen, C Guan, L Li, C Qian, Y Yu AAAI 2023, 2023 | 17 | 2023 |
Fast Teammate Adaptation in the Presence of Sudden Policy Change L Yuan, Z Zhang, L Li, K Xue, C Jia, C Guan, C Qian, Y Yu UAI 2023, 2023 | 7 | 2023 |
Efficient Human-AI Coordination via Preparatory Language-based Convention C Guan, L Zhang, C Fan, YC Li, F Chen, L Li, Y Tian, L Yuan, Y Yu ICLR 2024, Workshop on Large Language Model (LLM) Agents, 2024 | 4 | 2024 |
Cost-aware Offline Safe Meta Reinforcement Learning with Robust In-Distribution Online Task Adaptation C Guan, R Xue, Z Zhang, L Li, YC Li, L Yuan, Y Yu AAMAS 2024, 2024 | 3 | 2024 |
Learning to Coordinate with Anyone L Yuan, L Li, Z Zhang, F Chen, T Zhang, C Guan, Y Yu, ZH Zhou DAI 2023, Best Paper Award, 2023 | 3 | 2023 |
Robust Multi-agent Communication via Multi-view Message Certification L Yuan, T Jiang, L Li, F Chen, Z Zhang, Y Yu SCIENCE CHINA Information Sciences (SCIS), 2023 | 3 | 2023 |
Multi-agent Continual Coordination via Progressive Task Contextualization L Yuan, L Li, Z Zhang, F Zhang, C Guan, Y Yu IEEE Transactions on Neural Networks and Learning Systems, 2023 | 3 | 2023 |
Multi-Agent Domain Calibration with a Handful of Offline Data T Jiang, L Yuan, L Li, C Guan, Z Zhang, Y Yu NeurIPS 2024, 2024 | | 2024 |
Dynamics Adaptive Safe Reinforcement Learning with a Misspecified Simulator R Xue, Z Zhang, L Li, F Chen, YC Li, Y Yu, L Yuan ECML 2024, 2024 | | 2024 |
Continual Multi-Objective Reinforcement Learning via Reward Model Rehearsal L Li, R Chen, Z Zhang, W Zhichao, YC Li, C Guan, Y Yu, L Yuan IJCAI 2024, 2024 | | 2024 |