| Peer-to-peer energy trading and energy conversion in interconnected multi-energy microgrids using multi-agent deep reinforcement learning T Chen, S Bu, X Liu, J Kang, FR Yu, Z Han IEEE transactions on smart grid 13 (1), 715-727, 2021 | 88 | 2021 |
| Hierarchical policy learning for hybrid communication load balancing J Kang, X Chen, D Wu, YT Xu, X Liu, G Dudek, T Lee, I Park ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 20 | 2021 |
| Load balancing for communication networks via data-efficient deep reinforcement learning D Wu, J Kang, YT Xu, H Li, J Li, X Chen, D Rivkin, M Jenkin, T Lee, I Park, ... 2021 IEEE Global Communications Conference (GLOBECOM), 01-07, 2021 | 15 | 2021 |
| Learning multi-objective curricula for deep reinforcement learning J Kang, M Liu, A Gupta, C Pal, X Liu, J Fu | 6 | 2021 |
| Think before you act: Decision transformers with internal working memory J Kang, R Laroche, X Yuan, A Trischler, X Liu, J Fu arXiv preprint arXiv:2305.16338, 2023 | 4 | 2023 |
| Learning multi-objective curricula for robotic policy learning J Kang, M Liu, A Gupta, C Pal, X Liu, J Fu Conference on Robot Learning, 847-858, 2023 | 4 | 2023 |
| A generalized load balancing policy with multi-teacher reinforcement learning J Kang, J Wang, C Hu, X Liu, G Dudek GLOBECOM 2022-2022 IEEE Global Communications Conference, 3096-3101, 2022 | 2 | 2022 |
| Afb: Improving communication load forecasting accuracy with adaptive feature boosting C Hu, X Chen, J Wang, H Li, J Kang, YT Xu, X Liu, D Wu, S Jang, I Park, ... 2021 IEEE Global Communications Conference (GLOBECOM), 01-06, 2021 | 2 | 2021 |
| Method of performing communication load balancing with multi-teacher reinforcement learning, and an apparatus for the same J Kang, X Chen, HU Chengming, J Wang, GL Dudek, X Liu US Patent 11,750,719, 2023 | 1 | 2023 |
| Hierarchical policy learning for hybrid communication load balancing J Kang, X Chen, D Wu, YT Xu, X Liu, GL Dudek, LEE Taeseop, I Park US Patent 11,751,115, 2023 | 1 | 2023 |
| Hierarchical policy learning for hybrid communication load balancing J Kang, X Chen, D Wu, YT Xu, X Liu, GL Dudek, LEE Taeseop, I Park US Patent 11,930,414, 2024 | | 2024 |
| Method and apparatus for distributing traffic load between different communication cells D Wu, J Kang, YT Xu, J Li, M Jenkin, X Liu, X Chen, GL Dudek, I Park, ... US Patent 11,825,371, 2023 | | 2023 |
| Method of performing communication load balancing with multi-teacher reinforcement learning, and an apparatus for the same J Kang, X Chen, HU Chengming, J Wang, GL Dudek, X Liu US Patent App. 18/351,201, 2023 | | 2023 |
| Think Before You Act: Decision Transformers with Internal Memory J Kang, R Laroche, X Yuan, A Trischler, X Liu, J Fu | | 2023 |
| Multi-agent Attention Actor-Critic Algorithm for Load Balancing in Cellular Networks J Kang, D Wu, J Wang, E Hossain, X Liu, G Dedek ICC 2023-IEEE International Conference on Communications, 5160-5165, 2023 | | 2023 |
| Method of load forecasting via knowledge distillation, and an apparatus for the same HU Chengming, X Chen, A Feriani, J Wang, J Kang, X Liu, GL Dudek, ... US Patent App. 17/902,626, 2023 | | 2023 |
| System and method for communication load balancing in unseen traffic scenarios D Wu, YT Xu, J Li, T Li, J Kang, X Liu, X Chen, GL Dudek, J Seowoo US Patent App. 17/872,667, 2023 | | 2023 |
| Communication load forecasting accuracy with adaptive feature boosting HU Chengming, X Chen, J Wang, H Li, J Kang, YT Xu, X Liu, D Wu, ... US Patent App. 17/570,767, 2022 | | 2022 |
| Load balancing using data-efficient learning D Wu, J Kang, H Li, X Chen, YT Xu, D Rivkin, LEE Taeseop, I Park, ... US Patent App. 17/139,561, 2022 | | 2022 |
| MOBA: Multi-teacher Model Based Reinforcement Learning J Kang, X Chen, J Wang, C Hu, X Liu, G Dudek | | 2021 |
Gregory DudekProfessor of Computer Science, Center for Intelligent Machines, McGill UniversityVerified email at cim.mcgill.ca
