Stochastic Teams, Games, and Control under Information Constraints

Serdar Yüksel is Professor in the Department of Mathematics and Statistics at Queen's University.

Tamer Basar is the Swanlund Endowed Chair Emeritus and Center for Advanced Study Professor Emeritus in the Department of Electrical and Computer Engineering at the University of Illinois Urbana-Champaign

Introduction.- Part I: Stochastic Teams and a Mathematical Theory of Information Structures.- An Introduction to Stochastic Team Theory and Solutions to Static Teams.- Information Structures in Decentralized Stochastic Control.- Existence, Structure, and Approximations to Optimality: Strategic Measures in Decentralized Stochastic Control.- Control Policy Topologies and Dynamic Programming Methods in Decentralized Stochastic Control.- Many-Agent Convex and Non-Convex Exchangeable (Mean-Field) Teams and Optimality of Symmetric Policies.- Comparison of Information Structures and Their Blackwell Ordering.- Continuity, Existence, and Topological Properties of Optimal Cost on the Space of Information Structures.- Part II: Stochastic Game Theory and Information Structures.- An Introduction to Stochastic Game Theory.- Information Structures in Stochastic Dynamic Games, Equilibrium Concepts, and Informational Properties.- Information Structure Dependent Properties: Existence, Comparison, Continuity of Equilibria and Team-against-Team Games.- Part III: Information Design via Information Theory in Networked Systems and Control.- Coding for Control and Connections with Information Theory.- Stochastic Stabilization of Linear Systems under Information Constraints.- Stochastic Stabilization of Non-Linear Systems: Information Theoretic versus Stochastic Geometric Analysis.- Optimal Real-Time Coding and Control under Information Constraints: Structural and Existence Results.- Optimal LQG Coding and Control: Separation Results, Information Theoretic Methods, and Optimality of Linear Policies.- Optimal Coding under Small Estimation Error and Observability Criteria.- Part IV: Information and Signaling Games.- Signaling Games: Equilibria under Misaligned Criteria or Mismatched Priors between an Encoder and a Decoder.- Two Classes of Signaling Games: Reputation and Information Privacy Games.- Zero-Sum Information Games: Jamming and Witsenhausen's Counterexample as a Game.- Appendix A:Topological Notions and Optimizations.- Appendix B: Probability Theory and Stochastic Processes.- Appendix C: On Spaces of Probability Measures.- Appendix D: Markov Chains, Martingales, and Ergodic Processes.- Appendix E: Markov Decision Theory and Optimality of Markov Policies.- Appendix F: Stochastic Stability of Markov Chains and Random-Time State-Dependent Stochastic Drift.- Appendix G: Topological and Metric Entropy in Dynamical Systems.