Ali Devran Kara

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Optimality Criteria

Markov Decision Process

Infinite Horizon

Top Venues

J. Mach. Learn. Res.

SIAM J. Control. Optim.

Publications

Ali Devran Kara, Serdar Yüksel
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments. Trans. Mach. Learn. Res. 2024 (2024)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. J. Mach. Learn. Res. 24 (2023)
Erhan Bayraktar, Ali Devran Kara
Infinite Horizon Average Cost Optimality Criteria for Mean-Field Control. CoRR (2023)
Erhan Bayraktar, Ali Devran Kara
Approximate Q Learning for Controlled Diffusion Processes and Its Near Optimality. SIAM J. Math. Data Sci. 5 (3) (2023)
Ali Devran Kara, Serdar Yüksel
Q-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments. CoRR (2023)
Ali Devran Kara, Serdar Yüksel
Q-Learning for Continuous State and Action MDPs under Average Cost Criteria. CoRR (2023)
Ali Devran Kara, Serdar Yüksel
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes. J. Mach. Learn. Res. 23 (2022)
Ali Devran Kara, Maxim Raginsky, Serdar Yüksel
Robustness to incorrect models and data-driven learning in average-cost optimal stochastic control. Autom. 139 (2022)
Ali Devran Kara, Erhan Bayraktar, Serdar Yüksel
Near Optimality of Finite Memory Policies for POMPDs with Continuous Spaces. CDC (2022)
Ali Devran Kara, Serdar Yüksel
Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability. CoRR (2021)
Ali Devran Kara, Serdar Yüksel
Convergence and Near Optimality of Q-Learning with Finite Memory for Partially Observed Models. CDC (2021)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity. CoRR (2021)
Ali Devran Kara, Serdar Yüksel
Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes. CoRR (2020)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models in Stochastic Control. SIAM J. Control. Optim. 58 (2) (2020)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control. CoRR (2020)
Ali Devran Kara, Maxim Raginsky, Serdar Yüksel
Robustness to Incorrect Models in Average-Cost Optimal Stochastic Control. CDC (2019)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Priors in Partially Observed Stochastic Control. SIAM J. Control. Optim. 57 (3) (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
On Weak Feller Continuity Properties of Non-linear Filters. CDC (2019)
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Weak Feller property of non-linear filters. Syst. Control. Lett. 134 (2019)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models and Application to Data-Driven Learning in Stochastic Control. CoRR (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to incorrect priors in partially observed stochastic control. CoRR (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect System Models in Stochastic Control and Application to Data-Driven Learning. CDC (2018)
Ali Devran Kara, Serdar Yüksel
Robustness to Incorrect Priors in Infinite Horizon Stochastic Control. CDC (2018)