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06/05/2022
How does a Rational Agent Act in an Epidemic?
Evolution of disease in a large population is a function of the top-down...
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11/19/2021
Modeling Presymptomatic Spread in Epidemics via Mean-Field Games
This paper is concerned with developing mean-field game models for the e...
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09/09/2020
Reinforcement Learning in Non-Stationary Discrete-Time Linear-Quadratic Mean-Field Games
In this paper, we study large population multi-agent reinforcement learn...
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04/02/2020
Information State Embedding in Partially Observable Cooperative Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) under partial observability ha...
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03/30/2020
Approximate Equilibrium Computation for Discrete-Time Linear-Quadratic Mean-Field Games
While the topic of mean-field games (MFGs) has a relatively long history...
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02/12/2020
Protecting Consumers Against Personalized Pricing: A Stopping Time Approach
The widespread availability of behavioral data has led to the developmen...
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11/03/2019
Non-Cooperative Inverse Reinforcement Learning
Making decisions in the presence of a strategic opponent requires one to...
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09/13/2019
Strategic Inference with a Single Private Sample
Motivated by applications in cyber security, we develop a simple game mo...
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08/06/2019