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Berk Bozkurt

Collaborateur·rice alumni - McGill
Superviseur⋅e principal⋅e
Aditya Mahajan
Sujets de recherche
Apprentissage par renforcement
Contrôle stochastique
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Publications

Model approximation in MDPs with unbounded per-step cost
Berk Bozkurt
Aditya Mahajan
Ashutosh Nayyar
Yi Ouyang
We consider the problem of designing a control policy for an infinite-horizon discounted cost Markov decision process …
2025-07-01
IEEE Transactions on Automatic Control (publié)
doi.org
arxiv.org
Weighted-Norm Bounds on Model Approximation in MDPs with Unbounded Per-Step Cost
Berk Bozkurt
Aditya Mahajan
Ashutosh Nayyar
Yi Ouyang
We consider the problem of designing a control policy for an infinite-horizon discounted cost Markov Decision Process (MDP) …
2023-12-13
IEEE Conference on Decision and Control (publié)
doi.org