[Preprint] Control and reinforcement learning through the lens of optimization: An algorithmic perspective [arXiv] [pdf]
T. Ok, A. S. Kolarijani, M. A. S. Kolarijani and P. Mohajerin Esfahani
M. A. S. Kolarijani and P. Mohajerin Esfahani
A. S. Kolarijani, T. Ok, and P. Mohajerin Esfahani, M. A. S. Kolarijani
International Conference on Machine Learning (ICML), 2025
[J5] Fitted Q-iteration via max-plus-linear approximation [link] [pdf] [code] (extended version - [arXiv] [pdf] )
Y. Liu and M. A. S. Kolarijani
IEEE Control Systems Letters (L-CSS), 2024
[J4] Fast approximate dynamic programming for input-affine dynamics [link] [pdf] [code] (extended version - [arXiv] [pdf] )
M. A. S. Kolarijani and P. Mohajerin Esfahani
IEEE Transactions on Automatic Control (TAC), 2023
M. A. Sharifi Kolarijani
PhD Thesis, 2022
[C6] Fast approximate dynamic programming for infinite-horizon Markov decision processes [link] [pdf] [code] (extended version - [arXiv] [pdf] )
M. A. S. Kolarijani, C. F. Max, and P. Mohajerin Esfahani
Advances in Neural Information Processing Systems (NeurIPS), 2021
[J3] Macroscopic bounded confidence models with distributed radical opinions [link] [pdf] (extended version - [arXiv] [pdf] )
M. A. S. Kolarijani, A. V. Proskurnikov, and P. Mohajerin Esfahani
IEEE Transactions on Automatic Control (TAC), 2021
[C5] Long-term behavior of mean-field noisy bounded confidence models with distributed radicals [link] [pdf]
M. A. S. Kolarijani, A. V. Proskurnikov, and P. Mohajerin Esfahani
58th IEEE Conference on Decision and Control (CDC), France, 2019
[J2] Analysis of variations of correlation dimension and nonlinear interdependence for the prediction of pediatric myoclonic seizures [link]
M. A. S. Kolarijani, S. Amirsalari, and M. R. Haidari
Epilepsy Research, 2017
[B1] A Complex adaptive system of systems approach to human-automation interaction in smart grids [link]
A. Fereidunian, H. Lesani, M. A. Zamani, M. A. Sharifi K., N. Hassanpour, and S. Sharif Mansouri
In Contemporary Issues in Systems Science and Engineering, 2015
[C4] Distribution automation monitoring using Petri nets [link]
M. Saki, A. Fereidunian, H. Lesani, and M. A. Sharifi Kolarijani
2nd International Conference on Control, Instrumentation, and Automation, Iran, 2011
[C3] AAHPNES: A hierarchical Petri net expert system realization of adaptive autonomy in smart grid [link]
A. Fereidunian, M. A. Zamani, M. A. Sharifi K., and H. Lesani
IEEE Trondheim PowerTech , Norway, 2011
[C2] A Petri net- T3SD policy-driven method for IT infrastructure selection in smart grid [link]
M. A. Zamani, A. Fereidunian, S. Sharif Mansouri, M. A. Sharifi K., and H. Lesani
IEEE International Systems Conference (SysCon), Canada, 2011
[J1] Adaptive autonomy expert system in smart grid based on deterministic timed Petri nets [link] [pdf]
M. A. Zamani, M. A. Sharifi K., A. Fereidunian, H. Lesani and C. Lucas
International Journal of Information and Communication Technology (IJICT), Special Issue on IT Applications and Services, 2010.
[C1] AAPNES: A Petri net expert system realization of adaptive autonomy in smart grid [link]
M. A. Zamani, A. Fereidunian, M. A. Sharifi K., H. Lesani, and C. Lucas
5th International Symposium on Telecommunications (IST), Iran, 2010