An Optimization Perspective on Mean-Field Games - Wei Zhang, Ohio State University
Alan Turing Institute via YouTube
Overview
Syllabus
Intro
Overview
Mean Field Games: Approximate Nash
Mean Field Games: Existing Literature
Cyber-Physical Social Systems
Atomic Splittable Routing Game
Limitations of Existing Literature
A Class of Mean-Field Games in Vector Space
Example 1: Constrained LQR Game
Example II: PEV Charging
Example IV: Continuous-Time LOG
Mean Field Equation for Finite Agents
Main Results
Mean-Field Equilibrium Computation
PEV Charging Example (Revisited)
Splittable Congestion Game (Revisited)
Extensions to Nonconvex Case
Non-Convex Example
Connections to Potential Game
Conclusions
Taught by
Alan Turing Institute