Search Results for author: Kelly Spendlove

Found 2 papers, 0 papers with code

Nash, Conley, and Computation: Impossibility and Incompleteness in Game Dynamics

no code implementations26 Mar 2022 Jason Milionis, Christos Papadimitriou, Georgios Piliouras, Kelly Spendlove

We also prove a stronger result for $\epsilon$-approximate Nash equilibria: there are games such that no game dynamics can converge (in an appropriate sense) to $\epsilon$-Nash equilibria, and in fact the set of such games has positive measure.

Exploration-Exploitation in Multi-Agent Competition: Convergence with Bounded Rationality

no code implementations NeurIPS 2021 Stefanos Leonardos, Georgios Piliouras, Kelly Spendlove

The interplay between exploration and exploitation in competitive multi-agent learning is still far from being well understood.

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