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05/19/2023
Consistent Conjectural Variations Equilibrium: Characterization Stability for a Class of Continuous Games
Leveraging tools from the study of linear fractional transformations and...
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05/01/2023
Human adaptation to adaptive machines converges to game-theoretic equilibria
Adaptive machines have the potential to assist or interfere with human b...
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11/07/2020
Stability of Gradient Learning Dynamics in Continuous Games: Vector Action Spaces
Towards characterizing the optimization landscape of games, this paper a...
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11/07/2020
Stability of Gradient Learning Dynamics in Continuous Games: Scalar Action Spaces
Learning processes in games explain how players grapple with one another...
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05/30/2019
Convergence Analysis of Gradient-Based Learning with Non-Uniform Learning Rates in Non-Cooperative Multi-Agent Settings
Considering a class of gradient-based multi-agent learning algorithms in...
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02/05/2015