Published in Preprint on Arxiv, 2024
Recommended citation: B. Sayedana, P. E. Caines and A. Mahajan, "Concentration of Cumulative Reward in Markov Decision Processes," arXiv preprint, arXiv:2411.18551, 2024 https://arxiv.org/pdf/2411.18551
Published in 2024 IEEE 63rd Conference on Decision and Control (CDC), 2024
Recommended citation: B. Sayedana, P. E. Caines and A. Mahajan, "Asymptotic Normality of Cumulative Cost in Linear Quadratic Regulators," 2024 IEEE 63rd Conference on Decision and Control (CDC), Milan, Italy, 2024. https://bornasayedana.github.io/public-files/CDC24.pdf
Published in IEEE Transactions on Automatic Control, 2024
Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Strong Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems," in IEEE Transactions on Automatic Control, doi: 10.1109/TAC.2024.3351806 https://ieeexplore.ieee.org/document/10384727
Published in 2023 IEEE 61st Conference on Decision and Control (CDC), 2023
Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Relative Almost Sure Regret Bounds for Certainty Equivalence Control of Markov Jump Systems," 2023 62nd IEEE Conference on Decision and Control (CDC), Singapore, Singapore, 2023, pp. 6629-6634, doi: 10.1109/CDC49753.2023.10383246. https://ieeexplore.ieee.org/document/10383246
Published in 2022 IEEE 61st Conference on Decision and Control (CDC), 2022
Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Thompson-Sampling Based Reinforcement Learning for Networked Control of Unknown Linear Systems," 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 2022, pp. 723-730, doi: 10.1109/CDC51059.2022.9992565. https://ieeexplore.ieee.org/document/9993169
Published in 2022 IEEE 61st Conference on Decision and Control (CDC), 2022
Recommended citation: B. Sayedana, M. Afshari, P. E. Caines and A. Mahajan, "Consistency and Rate of Convergence of Switched Least Squares System Identification for Autonomous Markov Jump Linear Systems," 2022 IEEE 61st Conference on Decision and Control (CDC), Cancun, Mexico, 2022, pp. 6678-6685, doi: 10.1109/CDC51059.2022.9993169. https://ieeexplore.ieee.org/document/9993169
Published in IEEE Wireless Communications Letters, 2020
Recommended citation: B. Sayedana and A. Mahajan, "Counterexamples on the Monotonicity of Delay Optimal Strategies for Energy Harvesting Transmitters," in IEEE Wireless Communications Letters, vol. 9, no. 7, pp. 1070-1074, July 2020, doi: 10.1109/LWC.2020.2981066. https://ieeexplore.ieee.org/document/9037352
Published in 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), 2020
Recommended citation: B. Sayedana, A. Mahajan and E. Yeh, "Cross-layer communication over fading channels with adaptive decision feedback," 2020 18th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOPT), Volos, Greece, 2020, pp. 1-8. https://ieeexplore.ieee.org/document/9155327