Muning Wen

Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning

Jakub Grudzien Kuba, Ruiqing Chen, Muning Wen et al. · arXiv (Cornell University) · 2021 · 83 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Machine Learning +12

Multi-Agent Reinforcement Learning is a Sequence Modeling Problem

Muning Wen, Jakub Grudzien Kuba, Runji Lin et al. · arXiv (Cornell University) · 2022 · 79 citations · Full text

Artificial Intelligence, Multi-agent Reinforcement Learning, Machine Learning +16

Large sequence models for sequential decision-making: a survey

Muning Wen, Runji Lin, Hanjing Wang et al. · Frontiers of Computer Science · 2023 · 42 citations

Sequence Modelling, Sequential Learning, Predictive Analytics +6

Offline Pre-trained Multi-agent Decision Transformer

Linghui Meng, Muning Wen, Chenyang Le et al. · Machine Intelligence Research · 2023 · 38 citations · Full text

Artificial Intelligence, Abstract Offline Reinforcement, Multi-agent Reinforcement Learning +15

MALib: A Parallel Framework for Population-based Multi-agent Reinforcement Learning

Ming Zhou, Ziyu Wan, Hanjing Wang et al. · arXiv (Cornell University) · 2021 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13