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Alper Kamil Bozkurt
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Year
Control synthesis from linear temporal logic specifications using model-free reinforcement learning
AK Bozkurt, Y Wang, MM Zavlanos, M Pajic
2020 IEEE International Conference on Robotics and Automation (ICRA), 10349 …, 2020
1292020
Secure planning against stealthy attacks via model-free reinforcement learning
AK Bozkurt, Y Wang, M Pajic
2021 IEEE International Conference on Robotics and Automation (ICRA), 10656 …, 2021
182021
Model-free reinforcement learning for stochastic games with linear temporal logic objectives
AK Bozkurt, Y Wang, MM Zavlanos, M Pajic
2021 IEEE International Conference on Robotics and Automation (ICRA), 10649 …, 2021
162021
Attack-Resilient Supervisory Control of Discrete-Event Systems: A Finite-State Transducer Approach
Y Wang, AK Bozkurt, N Smith, M Pajic
IEEE Open Journal of Control Systems, 2023
13*2023
Model-free learning of safe yet effective controllers
AK Bozkurt, Y Wang, M Pajic
2021 60th IEEE Conference on Decision and Control (CDC), 6560-6565, 2021
62021
Learning optimal strategies for temporal tasks in stochastic games
AK Bozkurt, Y Wang, MM Zavlanos, M Pajic
arXiv preprint arXiv:2102.04307, 2021
62021
Reinforcement learning with temporal logic constraints for partially-observable Markov decision processes
Y Wang, AK Bozkurt, M Pajic
arXiv preprint arXiv:2104.01612, 2021
52021
On the Uniqueness of Solution for the Bellman Equation of LTL Objectives
Z Xuan, AK Bozkurt, M Pajic, Y Wang
arXiv preprint arXiv:2404.05074, 2024
12024
Traffic estimation via Kalman filtering under partial information in software-defined networks
AK Bozkurt, G Cantali, G Gür
Proceedings of the 13th Asian Internet Engineering Conference, 46-53, 2017
12017
Steering Decision Transformers via Temporal Difference Learning
HL Hsu, AK Bozkurt, J Dong, Q Gao, V Tarokh, M Pajic
2024
Parallel resampling for real-time sequential monte carlo
AK Bozkurt
Fen Bilimleri Enstitüsü, 2018
2018
Distributed particle filtering under real-time constraints
AK Bozkurt, AT Cemgil
2017 25th European Signal Processing Conference (EUSIPCO), 1584-1588, 2017
2017
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Articles 1–12