2 citations · 3 across the 4 of their papers we have counts for
4 papers
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…
Common Information Approach for Static Team Problems with Polish Spaces and Existence of Optimal Policies
Naci Saldi
In this paper, we demonstrate the existence of team-optimal strategies for static teams under observation-sharing information structures. Assuming that agents can access shared obs…
Linear Mean-Field Games with Discounted Cost
Naci Saldi
In this paper, we introduce discrete-time linear mean-field games subject to an infinite-horizon discounted-cost optimality criterion. The state space of a generic agent is a compa…
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…