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

6 citations · 7 across the 14 of their papers we have counts for

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Showing 2020Show all

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eess.SY2020

Robustness to Incorrect Models and Data-Driven Learning in Average-Cost Optimal Stochastic Control

Ali Devran Kara, Maxim Raginsky, Serdar Yuksel

We study continuity and robustness properties of infinite-horizon average expected cost problems with respect to (controlled) transition kernels, and applications of these results…