67 citations · 227 across the 41 of their papers we have counts for
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Satisficing Paths and Independent Multi-Agent Reinforcement Learning in Stochastic Games
Bora Yongacoglu, Gürdal Arslan, Serdar Yüksel
In multi-agent reinforcement learning (MARL), independent learners are those that do not observe the actions of other agents in the system. Due to the decentralization of informati…
Isomorphism Properties of Optimality and Equilibrium Solutions under Equivalent Information Structure Transformations: Stochastic Dynamic Games and Teams
Sina Sanjari, Tamer Başar, Serdar Yüksel
Static reduction of information structures (ISs) is a method that is commonly adopted in stochastic control, team theory, and game theory. One approach entails change of measure ar…
Isomorphism Properties of Optimality and Equilibrium Solutions under Equivalent Information Structure Transformations I: Stochastic Dynamic Teams
Sina Sanjari, Tamer Başar, Serdar Yüksel
In stochastic optimal control, change of measure arguments have been crucial for stochastic analysis. Such an approach is often called static reduction in dynamic team theory (or d…