Human-in-the-Loop Reinforcement Learning: A Survey and Position on Requirements, Challenges, and Opportunities CO Retzlaff, S Das, C Wayllace, P Mousavi, M Afshari, T Yang, A Saranti, ... Journal of Artificial Intelligence Research 79, 359-415, 2024 | 11 | 2024 |
Diversity for transfer in learning-based control of buildings T Zhang, AKG S, M Afshari, P Musilek, ME Taylor, O Ardakanian Proceedings of the Thirteenth ACM International Conference on Future Energy …, 2022 | 11 | 2022 |
Optimal local and remote controllers with unreliable uplink channels: An elementary proof M Afshari, A Mahajan IEEE Transactions on Automatic Control 65 (8), 3616-3622, 2019 | 8 | 2019 |
A PCA-based Kalman estimation approach for system with colored measurement noise M Afshari, A Tavasoli, J Ghaisari 20th Iranian Conference on Electrical Engineering (ICEE2012), 969-973, 2012 | 8 | 2012 |
Zero-sum games between mean-field teams: A common information and reachability based analysis Y Guan, M Afshari, P Tsiotras arXiv preprint arXiv:2303.12243, 2023 | 7 | 2023 |
Team Optimal Decentralized State Estimation AM Mohammad Afshari IEEE Conference on Decision and Control (CDC), 5044-5050, 2018 | 7 | 2018 |
Multi-agent estimation and filtering for minimizing team mean-squared error M Afshari, A Mahajan IEEE Transactions on Signal Processing 69, 5206-5221, 2021 | 6 | 2021 |
Consistency and rate of convergence of switched least squares system identification for autonomous switched linear systems B Sayedana, M Afshari, PE Caines, A Mahajan IEEE Conference on Decision and Control (CDC), 2022 | 5 | 2022 |
Strong consistency and rate of convergence of switched least squares system identification for autonomous markov jump linear systems B Sayedana, M Afshari, PE Caines, A Mahajan IEEE Transactions on Automatic Control, 2024 | 3 | 2024 |
Hierarchical Decompositions of Stochastic Pursuit-Evasion Games Y Guan, M Afshari, Q Zhang, P Tsiotras 2022 IEEE 61st Conference on Decision and Control (CDC), 2022 | 3 | 2022 |
Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise M Afshari, A Mahajan IEEE Transactions on Automatic Control, 2022 | 3 | 2022 |
Static teams with common information M Afshari, A Mahajan IFAC-PapersOnLine 50 (1), 11926-11931, 2017 | 3 | 2017 |
Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems AM Borna Sayedana, Mohammad Afshari, Peter E. Caines IEEE Conference on Decision and Control (CDC), 2022 | 2 | 2022 |
Zero-Sum Games between Mean-Field Teams: Reachability-Based Analysis under Mean-Field Sharing Y Guan, M Afshari, P Tsiotras Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 9731-9739, 2024 | 1 | 2024 |
Optimal decentralized control of two agent linear system with partial output feedback: certainty equivalence and optimality of linear strategies M Afshari, A Mahajan IFAC-PapersOnLine 51 (23), 414-419, 2018 | 1 | 2018 |
Communication-and Control-aware Optimal Quantizer Selection for Multi-agent Control M Afshari, D Maity, P Tsiotras IEEE control systems letters, 2024 | | 2024 |
Relative almost sure regret bounds for certainty equivalence control of markov jump systems B Sayedana, M Afshari, PE Caines, A Mahajan 2023 62nd IEEE Conference on Decision and Control (CDC), 6629-6634, 2023 | | 2023 |
Consistency and rate of convergence of switched least squares system identification for autonomous switched linear systems B Sayedana, M Afshari, PE Caines, A Mahajan arXiv preprint arXiv:2112.10753v2., 2023 | | 2023 |
Team optimal decentralized estimation and control of networked linear quadratic systems M Afshari McGill University (Canada), 2021 | | 2021 |
Zero-Sum Games Between Large-Population Heterogeneous Teams: A Reachability-based Analysis under Mean-Field Sharing Y Guan, M Afshari, P Tsiotras | | |