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Ali Devran Kara

Orcid: 0000-0001-8119-6620

According to our database1, Ali Devran Kara authored at least 19 papers between 2018 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2023
Approximate Q Learning for Controlled Diffusion Processes and Its Near Optimality.
[BibTeX]
[DOI]
Erhan Bayraktar
,
Ali Devran Kara
SIAM J. Math. Data Sci., September, 2023

Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity.
[BibTeX]
[DOI]
Ali Devran Kara
,
Naci Saldi
,
Serdar Yüksel
J. Mach. Learn. Res., 2023

Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
CoRR, 2023

Infinite Horizon Average Cost Optimality Criteria for Mean-Field Control.
[BibTeX]
[DOI]
Erhan Bayraktar
,
Ali Devran Kara
CoRR, 2023

Q-Learning for Continuous State and Action MDPs under Average Cost Criteria.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
CoRR, 2023

2022
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
J. Mach. Learn. Res., 2022

Robustness to incorrect models and data-driven learning in average-cost optimal stochastic control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Maxim Raginsky
,
Serdar Yüksel
Autom., 2022

Near Optimality of Finite Memory Policies for POMPDs with Continuous Spaces.
[BibTeX]
[DOI]
Ali Devran Kara
,
Erhan Bayraktar
,
Serdar Yüksel
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
CoRR, 2021

Convergence and Near Optimality of Q-Learning with Finite Memory for Partially Observed Models.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Robustness to Incorrect System Models in Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
SIAM J. Control. Optim., 2020

Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
CoRR, 2020

2019
Robustness to Incorrect Priors in Partially Observed Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
SIAM J. Control. Optim., 2019

Weak Feller property of non-linear filters.
[BibTeX]
[DOI]
Ali Devran Kara
,
Naci Saldi
,
Serdar Yüksel
Syst. Control. Lett., 2019

On Weak Feller Continuity Properties of Non-linear Filters.
[BibTeX]
[DOI]
Ali Devran Kara
,
Naci Saldi
,
Serdar Yüksel
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Maxim Raginsky
,
Serdar Yüksel
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018
Robustness to Incorrect System Models and Application to Data-Driven Learning in Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
CoRR, 2018

Robustness to Incorrect Priors in Infinite Horizon Stochastic Control.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Robustness to Incorrect System Models in Stochastic Control and Application to Data-Driven Learning.
[BibTeX]
[DOI]
Ali Devran Kara
,
Serdar Yüksel
Proceedings of the 57th IEEE Conference on Decision and Control, 2018


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