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math.OC2024★ 2 cited
Decentralized Exchangeable Stochastic Dynamic Teams in Continuous-time, their Mean-Field Limits and Optimality of Symmetric Policies
Sina Sanjari, Naci Saldi, Serdar Yüksel
We study a class of stochastic exchangeable teams comprising a finite number of decision makers (DMs) as well as their mean-field limits involving infinite numbers of DMs. In the f…
math.OC2014
Near Optimality of Quantized Policies in Stochastic Control Under Weak Continuity Conditions
Naci Saldi, Serdar Yüksel, Tamás Linder
This paper studies the approximation of optimal control policies by quantized (discretized) policies for a very general class of Markov decision processes (MDPs). The problem is mo…