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Classroom Contents
An Optimization Perspective on Mean-Field Games - Wei Zhang, Ohio State University
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- 1 Intro
- 2 Overview
- 3 Mean Field Games: Approximate Nash
- 4 Mean Field Games: Existing Literature
- 5 Cyber-Physical Social Systems
- 6 Atomic Splittable Routing Game
- 7 Limitations of Existing Literature
- 8 A Class of Mean-Field Games in Vector Space
- 9 Example 1: Constrained LQR Game
- 10 Example II: PEV Charging
- 11 Example IV: Continuous-Time LOG
- 12 Mean Field Equation for Finite Agents
- 13 Main Results
- 14 Mean-Field Equilibrium Computation
- 15 PEV Charging Example (Revisited)
- 16 Splittable Congestion Game (Revisited)
- 17 Extensions to Nonconvex Case
- 18 Non-Convex Example
- 19 Connections to Potential Game
- 20 Conclusions
