Naci Saldi

CoRR, 2024

Quantum Markov Decision Processes Part I: General Theory, Approximations, and Classes of Policies.

[BibT_eX]

[DOI]

CoRR, 2024

Maximum Causal Entropy Inverse Reinforcement Learning for Mean-Field Games.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Partially Observed Discrete-Time Risk-Sensitive Mean Field Games.

[BibT_eX]

[DOI]

Dyn. Games Appl., September, 2023

Optimality of Independently Randomized Symmetric Policies for Exchangeable Stochastic Teams with Infinitely Many Decision Makers.

[BibT_eX]

[DOI]

Math. Oper. Res., August, 2023

Q-Learning in Regularized Mean-field Games.

[BibT_eX]

[DOI]

Dyn. Games Appl., March, 2023

Q-Learning for MDPs with General Spaces: Convergence and Near Optimality via Quantization under Weak Continuity.

[BibT_eX]

[DOI]

Ali Devran Kara

J. Mach. Learn. Res., 2023

Learning Mean-Field Games with Discounted and Average Costs.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Robustness and Approximation of Discrete-time Mean-field Games under Discounted Cost Criterion.

[BibT_eX]

[DOI]

Ugur Aydin

CoRR, 2023

Common Information Approach for Static Team Problems with Polish Spaces and Existence of Optimal Policies.

[BibT_eX]

[DOI]

CoRR, 2023

Linear Mean-Field Games with Discounted Cost.

[BibT_eX]

[DOI]

CoRR, 2023

Nash Equilibria for Exchangeable Team against Team Games and their Mean Field Limit.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2023

2021

Large deviations principle for discrete-time mean-field games.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2021

Regularized stochastic team problems.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2021

Learning in Discrete-time Average-cost Mean-field Games.

[BibT_eX]

[DOI]

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

Asymptotic Optimality of Finite Model Approximations for Partially Observed Markov Decision Processes With Discounted Cost.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

A Topology for Team Policies and Existence of Optimal Team Policies in Stochastic Team Theory.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2020

Value iteration algorithm for mean-field games.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2020

Approximate Markov-Nash Equilibria for Discrete-Time Risk-Sensitive Mean-Field Games.

[BibT_eX]

[DOI]

Math. Oper. Res., 2020

Independently Randomized Symmetric Policies are Optimal for Exchangeable Stochastic Teams with Infinitely Many Decision Makers.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

Finite-State Approximations to Discounted and Average Cost Constrained Markov Decision Processes.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2019

Weak Feller property of non-linear filters.

[BibT_eX]

[DOI]

Ali Devran Kara

Syst. Control. Lett., 2019

Approximate Nash Equilibria in Partially Observed Stochastic Games with Mean-Field Interactions.

[BibT_eX]

[DOI]

Math. Oper. Res., 2019

Fitted Q-Learning in Mean-field Games.

[BibT_eX]

[DOI]

CoRR, 2019

Discrete-time average-cost mean-field games on Polish spaces.

[BibT_eX]

[DOI]

CoRR, 2019

On Weak Feller Continuity Properties of Non-linear Filters.

[BibT_eX]

[DOI]

Ali Devran Kara

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Markov-Nash Equilibria in Mean-Field Games with Discounted Cost.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2018

Discrete-time Risk-sensitive Mean-field Games.

[BibT_eX]

[DOI]

CoRR, 2018

A Topology for Policies in Decentralized Stochastic Control and Existence of Optimal Policies.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Finite Model Approximations and Asymptotic Optimality of Quantized Policies in Decentralized Stochastic Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Convex Analysis in Decentralized Stochastic Control, Strategic Measures, and Optimal Solutions.

[BibT_eX]

[DOI]

SIAM J. Control. Optim., 2017

On the Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces.

[BibT_eX]

[DOI]

Math. Oper. Res., 2017

Finite Model Approximations for Partially Observed Markov Decision Processes with Discounted Cost.

[BibT_eX]

[DOI]

CoRR, 2017

2016

Convex analysis in decentralized stochastic control and strategic measures.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Asymptotic optimality of finite representations and quantized policies in team problems and Witsenhausen's counterexample.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Strategic measures approach to decentralized stochastic control.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

2015

Output Constrained Lossy Source Coding With Limited Common Randomness.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Randomized Quantization and Source Coding With Constrained Output Distribution.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

Asymptotic Optimality and Rates of Convergence of Quantized Stationary Policies in Stochastic Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2015

Asymptotic Optimality of Finite Approximations to Markov Decision Processes with General State and Action Spaces.

[BibT_eX]

[DOI]

CoRR, 2015

Finite-state approximation of Markov decision processes with unbounded costs and Borel spaces.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Finite state approximations of Markov decision processes with general state and action spaces.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

Finite-state approximations to constrained Markov decision processes with Borel spaces.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014

Asymptotic optimality of quantized policies in stochastic control under weak continuity conditions.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Randomized source coding with limited common randomness.

[BibT_eX]

[DOI]

Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013

Quantized Stationary Control Policies in Markov Decision Processes.

[BibT_eX]

[DOI]

CoRR, 2013

Randomized quantization and optimal design with a marginal constraint.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Approximation of stationary control policies by quantized control in Markov decision processes.

[BibT_eX]

[DOI]

Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012

Blind image restoration by employing an optimized wiener filter.

[BibT_eX]

[DOI]

Ziya Gurkan Figen