117 citations · 251 across the 44 of their papers we have counts for
6 papers · 1 filter
Linearly-Solvable Mean-Field Approximation for Multi-Team Road Traffic Games
Ali Reza Pedram, Takashi Tanaka
We study the traffic routing game among a large number of selfish drivers over a traffic network. We consider a specific scenario where the strategic drivers can be classified into…
Entropy-Regularized Stochastic Games
Yagiz Savas, Mohamadreza Ahmadi, Takashi Tanaka +1
In two-player zero-sum stochastic games, where two competing players make decisions under uncertainty, a pair of optimal strategies is traditionally described by Nash equilibrium a…
Sequential Source Coding for Stochastic Systems Subject to Finite Rate Constraints
Photios A. Stavrou, Mikael Skoglund, Takashi Tanaka
In this paper, we revisit the sequential source coding framework to analyze fundamental performance limitations of discrete-time stochastic control systems subject to feedback data…
Bidirectional Information Flow and the Roles of Privacy Masks in Cloud-Based Control
Ali Reza Pedram, Takashi Tanaka, Matthew Hale
We consider a cloud-based control architecture for a linear plant with Gaussian process noise, where the state of the plant contains a client's sensitive information. We assume tha…
Unpredictable Planning Under Partial Observability
Michael Hibbard, Yagiz Savas, Bo Wu +2
We study the problem of synthesizing a controller that maximizes the entropy of a partially observable Markov decision process (POMDP) subject to a constraint on the expected total…
Linearly Solvable Mean-Field Traffic Routing Games
Takashi Tanaka, Ehsan Nekouei, Ali Reza Pedram +1
We consider a dynamic traffic routing game over an urban road network involving a large number of drivers in which each driver selecting a particular route is subject to a penalty…