3 papers
math.OC2019
Deep Nash and Sequential Mean-Field Equilibria in Cooperative and Non-cooperative Games with Imperfect Information Structures
Jalal Arabneydi, Amir G. Aghdam
A class of nonzero-sum stochastic dynamic games with imperfect information structure is investigated. The game involves an arbitrary number of players, modeled as homogeneous Marko…
math.OC2019
Deep Teams: Decentralized Decision Making with Finite and Infinite Number of Agents
Jalal Arabneydi, Amir G. Aghdam
Inspired by the concepts of deep learning in artificial intelligence and fairness in behavioural economics, we introduce deep teams in this paper. In such systems, agents are parti…
math.OC2019
Deep Structured Teams with Linear Quadratic Model: Partial Equivariance and Gauge Transformation
Jalal Arabneydi, Amir G. Aghdam
Motivated by the recent developments in artificial intelligence, we introduce linear quadratic deep structured teams in this paper. Two notions of equivariant and partially equivar…