Ali Devran Kara | DeepAI

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Featured Co-authors

Serdar Yüksel
17 publications
Naci Saldı
7 publications

research

∙ 11/12/2021

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

Reinforcement learning algorithms often require finiteness of state and ...

0 Ali Devran Kara, et al. ∙

research

∙ 03/22/2021

Convergence of Finite Memory Q-Learning for POMDPs and Near Optimality of Learned Policies under Filter Stability

In this paper, for POMDPs, we provide the convergence of a Q learning al...

0 Ali Devran Kara, et al. ∙

research

∙ 10/15/2020

Near Optimality of Finite Memory Feedback Policies in Partially Observed Markov Decision Processes

In the theory of Partially Observed Markov Decision Processes (POMDPs), ...

0 Ali Devran Kara, et al. ∙