activity
20182026
most citedQ-Learning for Stochastic Control under General Information Structures and Non-Markovian Environments

6 citations · 15 across the 20 of their papers we have counts for

collaborators
Showing 2026 · math.OCShow all

2 papers · 2 filters

math.OC2026

Mean-Field Control with a Common Hidden State under Decentralized Observations

Erhan Bayraktar, Ali D. Kara

We study optimal control of a system with multiple decision makers who share a common hidden state and receive fully decentralized observations through identical channels. The dyna…

math.OC2026

Reinforcement Learning for Discounted and Ergodic Control of Diffusion Processes

Erhan Bayraktar, Ali D. Kara, Somnath Pradhan +1

This paper develops a quantized Q-learning algorithm for the optimal control of controlled diffusion processes on under both discounted and ergodic (average) cost cr…