Achieving Collective Welfare in Multi-Agent Reinforcement Learning via Suggestion SharingMachine-mediated learning (ML), 2024 |
Models as Agents: Optimizing Multi-Step Predictions of Interactive Local
Models in Model-Based Multi-Agent Reinforcement LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 |
Order Matters: Agent-by-agent Policy OptimizationInternational Conference on Learning Representations (ICLR), 2023 |
Dynamics-Adaptive Continual Reinforcement Learning via Progressive
ContextualizationIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 |
Interaction Pattern Disentangling for Multi-Agent Reinforcement LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
Revisiting Some Common Practices in Cooperative Multi-Agent
Reinforcement LearningInternational Conference on Machine Learning (ICML), 2022 |