Search Results for author: Chin-Wing Leung

Found 2 papers, 0 papers with code

The Evolutionary Dynamics of Independent Learning Agents in Population Games

no code implementations29 Jun 2020 Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh

Understanding the evolutionary dynamics of reinforcement learning under multi-agent settings has long remained an open problem.

Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach

no code implementations NeurIPS 2019 Shuyue Hu, Chin-Wing Leung, Ho-fung Leung

Modelling the dynamics of multi-agent learning has long been an important research topic, but all of the previous works focus on 2-agent settings and mostly use evolutionary game theoretic approaches.

Q-Learning

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