59 citations · 164 across the 56 of their papers we have counts for
6 papers · 1 filter
Weak Feller Property of Non-linear Filters
Ali Devran Kara, Naci Saldi, Serdar Yüksel
Weak Feller property of controlled and control-free Markov chains lead to many desirable properties. In control-free setups this leads to the existence of invariant probability mea…
Stochastic Observability and Filter Stability under Several Criteria
Curtis McDonald, Serdar Yuksel
Despite being a foundational concept of modern systems theory, there have been few studies on observability of non-linear stochastic systems under partial observations. In this pap…
Optimal Solutions to Infinite-Player Stochastic Teams and Mean-Field Teams
Sina Sanjari, Serdar Yüksel
We study stochastic static teams with countably infinite number of decision makers, with the goal of obtaining (globally) optimal policies under a decentralized information structu…
Binary Signaling under Subjective Priors and Costs as a Game
Serkan Sarıtaş, Sinan Gezici, Serdar Yüksel
Many decentralized and networked control problems involve decision makers which have either misaligned criteria or subjective priors. In the context of such a setup, in this paper…
Robustness to incorrect system models in stochastic control
Ali Devran Kara, Serdar Yüksel
In stochastic control applications, typically only an ideal model (controlled transition kernel) is assumed and the control design is based on the given model, raising the problem…
Robustness to incorrect priors in partially observed stochastic control
Ali Devran Kara, Serdar Yüksel
We study the continuity properties of optimal solutions to stochastic control problems with respect to initial probability measures and applications of these to the robustness of o…