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Jinming Ma
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Feudal multi-agent deep reinforcement learning for traffic signal control
J Ma, F Wu
Proceedings of the 19th International Conference on Autonomous Agents and …, 2020
662020
Learning to Coordinate Traffic Signals With Adaptive Network Partition
J Ma, F Wu
IEEE Transactions on Intelligent Transportation Systems, 2023
22023
Learning to Coordinate from Offline Datasets with Uncoordinated Behavior Policies
J Ma, F Wu
Proceedings of the 2023 International Conference on Autonomous Agents and …, 2023
22023
Feudal Multi-Agent Reinforcement Learning with Adaptive Network Partition for Traffic Signal Control
J Ma, F Wu
arXiv preprint arXiv:2205.13836, 2022
22022
Multimodal Reinforcement Learning with Effective State Representation Learning
J Ma, Y Chen, F Wu, X Ji, Y Ding
Proceedings of the 21st International Conference on Autonomous Agents and …, 2022
22022
Real-Time Network-Level Traffic Signal Control: An Explicit Multiagent Coordination Method
W Wang, T Qiao, J Ma, J Jin, Z Li, W Wu, Y Jian
arXiv preprint arXiv:2306.08843, 2023
12023
Effective Multimodal Reinforcement Learning with Modality Alignment and Importance Enhancement
J Ma, F Wu, Y Chen, X Ji, Y Ding
arXiv preprint arXiv:2302.09318, 2023
12023
Effective Offline Robot Learning with Structured Task Graph
Y Hou, J Ma, H Sun, F Wu
IEEE Robotics and Automation Letters, 2024
2024
Effective Traffic Signal Control with Offline-to-Online Reinforcement Learning
J Ma, F Wu
2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023
2023
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Articles 1–9