Eric Mazumdar
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| title | conference | date |
|---|---|---|
| Policy Gradients in General-Sum Dynamic Games: When Do They Even Converge? | Multi-Agent Reinforcement Learning and Bandit Learning | 2022-04-29 |
Shows that policy gradient on general-sum linear-quadratic games fails to guarantee asymptotic convergence: Nash equilibria can be strict saddle points of the… | ||
| Learning In The Presence Of Strategic Agents: Dynamics, Equilibria, And Convergence | Meet the Fellows Welcome Event | 2021-09-08 |
Shows that gradient play in nonconvex general-sum continuous games often fails: many Nash equilibria are locally unstable so basins of attraction are measure… | ||
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