Reduced-dimensional reinforcement learning control using singular perturbation approximations S Mukherjee, H Bai, A Chakrabortty Automatica 126, 109451, 2021 | 49 | 2021 |
On model-free reinforcement learning of reduced-order optimal control for singularly perturbed systems S Mukherjee, H Bai, A Chakrabortty 2018 IEEE Conference on Decision and Control (CDC), 5288-5293, 2018 | 43 | 2018 |
Scalable designs for reinforcement learning-based wide-area damping control S Mukherjee, A Chakrabortty, H Bai, A Darvishi, B Fardanesh IEEE Transactions on Smart Grid 12 (3), 2389-2401, 2021 | 35 | 2021 |
Safe reinforcement learning for emergency load shedding of power systems TL Vu, S Mukherjee, T Yin, R Huang, J Tan, Q Huang 2021 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2021 | 31 | 2021 |
Barrier function-based safe reinforcement learning for emergency control of power systems TL Vu, S Mukherjee, R Huang, Q Huang 2021 60th IEEE Conference on Decision and Control (CDC), 3652-3657, 2021 | 24 | 2021 |
Neural lyapunov differentiable predictive control S Mukherjee, J Drgoňa, A Tuor, M Halappanavar, D Vrabie 2022 IEEE 61st Conference on Decision and Control (CDC), 2097-2104, 2022 | 19 | 2022 |
Learning Stochastic Parametric Diferentiable Predictive Control Policies J Drgoňa, S Mukherjee, A Tuor, M Halappanavar, D Vrabie IFAC-PapersOnLine 55 (25), 121-126, 2022 | 17 | 2022 |
Reinforcement learning of structured stabilizing control for linear systems with unknown state matrix S Mukherjee, TL Vu IEEE Transactions on Automatic Control 68 (3), 1746-1752, 2022 | 15 | 2022 |
Modeling and quantifying the impact of wind penetration on slow coherency of power systems S Mukherjee, A Chakrabortty, S Babaei IEEE Transactions on Power Systems 36 (2), 1002-1012, 2020 | 13 | 2020 |
Block-decentralized model-free reinforcement learning control of two time-scale networks S Mukherjee, A Chakrabortty, H Bai 2019 American Control Conference (ACC), 2233-2238, 2019 | 13 | 2019 |
Adversar: Adversarial search and rescue via multi-agent reinforcement learning A Rahman, A Bhattacharya, T Ramachandran, S Mukherjee, H Sharma, ... 2022 IEEE International Symposium on Technologies for Homeland Security (HST …, 2022 | 11 | 2022 |
Model-based and model-free designs for an extended continuous-time LQR with exogenous inputs S Mukherjee, H Bai, A Chakrabortty Systems & Control Letters 154, 104983, 2021 | 10 | 2021 |
Scalable voltage control using structure-driven hierarchical deep reinforcement learning S Mukherjee, R Huang, Q Huang, TL Vu, T Yin arXiv preprint arXiv:2102.00077, 2021 | 10 | 2021 |
Measurement-driven optimal control of utility-scale power systems: A New York State grid perspective S Mukherjee, S Babaei, A Chakrabortty, B Fardanesh International Journal of Electrical Power & Energy Systems 115, 105470, 2020 | 9 | 2020 |
A measurement-based approach for optimal damping control of the New York state power grid S Mukherjee, S Babaei, A Chakrabortty 2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2018 | 8 | 2018 |
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning S Mukherjee, RR Hossain, Y Liu, W Du, V Adetola, SM Mohiuddin, ... 2023 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2023 | 7 | 2023 |
On the stochastic stability of deep markov models J Drgona, S Mukherjee, J Zhang, F Liu, M Halappanavar Advances in Neural Information Processing Systems 34, 24033-24047, 2021 | 7 | 2021 |
Model-free decentralized reinforcement learning control of distributed energy resources S Mukherjee, H Bai, A Chakrabortty 2020 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2020 | 7 | 2020 |
On robust model-free reduced-dimensional reinforcement learning control for singularly perturbed systems S Mukherjee, H Bai, A Chakrabortty 2020 American Control Conference (ACC), 3914-3919, 2020 | 7 | 2020 |
Economic generation scheduling in microgrid with pumped-hydro unit using particle swarm optimization S Mukherjee, R Chakraborty, SK Goswami 2015 IEEE International Conference on Electrical, Computer and Communication …, 2015 | 7 | 2015 |