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Jingdi Chen
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Bringing fairness to actor-critic reinforcement learning for network utility optimization
J Chen, Y Wang, T Lan
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
352021
Scalable multi-agent covering option discovery based on kronecker graphs
J Chen, J Chen, T Lan, V Aggarwal
Advances in Neural Information Processing Systems 35, 30406-30418, 2022
152022
Multi-agent covering option discovery based on kronecker product of factor graphs
J Chen, J Chen, T Lan, V Aggarwal
IEEE Transactions on Artificial Intelligence, 2022
92022
Distributional-Utility Actor-Critic for Network Slice Performance Guarantee
J Chen, T Lan, N Choi
Proceedings of the Twenty-fourth International Symposium on Theory …, 2023
52023
Minimizing return gaps with discrete communications in decentralized pomdp
J Chen, T Lan
arXiv preprint arXiv:2308.03358, 2023
52023
Explainable Learning-Based Intrusion Detection Supported by Memristors
J Chen, L Zhang, J Riem, G Adam, ND Bastian, T Lan
2023 IEEE Conference on Artificial Intelligence (CAI), 195-196, 2023
52023
RIDE: Real-time Intrusion Detection via Explainable Machine Learning Implemented in a Memristor Hardware Architecture
J Chen, L Zhang, J Riem, G Adam, ND Bastian, T Lan
2023 IEEE Conference on Dependable and Secure Computing (DSC), 1-8, 2023
42023
Learning multi-agent options for tabular reinforcement learning using factor graphs
J Chen, J Chen, T Lan, V Aggarwal
arXiv preprint arXiv:2201.08227, 2022
42022
Real-time Network Intrusion Detection via Decision Transformers
J Chen, H Zhou, Y Mei, G Adam, ND Bastian, T Lan
AAAI-24 Workshop on Artificial Intelligence for Cyber Security (AICS), 2023
32023
Learning Multi-Agent Options for Tabular Reinforcement Learning using Factor Graphs
J Chen, J Chen, T Lan, V Aggarwal
IEEE Transactions on Artificial Intelligence 4 (05), 1141-1153, 2023
12023
Multi-agent Covering Option Discovery through Kronecker Product of Factor Graphs.
J Chen, J Chen, T Lan, V Aggarwal
AAMAS, 1572-1574, 2022
12022
RGMComm: Return Gap Minimization via Discrete Communications in Multi-Agent Reinforcement Learning
J Chen, T Lan, C Joe-Wong
Proceedings of the AAAI Conference on Artificial Intelligence 38 (16), 17327 …, 2024
2024
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Articles 1–12