59 citations · 164 across the 56 of their papers we have counts for
Showing 2015 · math.OCShow all
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math.OC2015
Decentralized Q-Learning for Stochastic Teams and Games
Gürdal Arslan, Serdar Yüksel
There are only a few learning algorithms applicable to stochastic dynamic teams and games which generalize Markov decision processes to decentralized stochastic control problems in…
math.OC2015★ 59 cited
Quadratic Multi-Dimensional Signaling Games and Affine Equilibria
Serkan Sarıtaş, Serdar Yüksel, Sinan Gezici
This paper studies the decentralized quadratic cheap talk and signaling game problems when an encoder and a decoder, viewed as two decision makers, have misaligned objective functi…
math.OC2015
Asymptotic Optimality of Finite Approximations to Markov Decision Processes with Borel Spaces
Naci Saldi, Serdar Yüksel, Tamás Linder
Calculating optimal policies is known to be computationally difficult for Markov decision processes (MDPs) with Borel state and action spaces. This paper studies finite-state appro…