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Arnob Ghosh

Adversarially Trained Actor Critic for offline CMDPs

Jan 01, 2024
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Achieving Fairness in Multi-Agent Markov Decision Processes Using Reinforcement Learning

Jun 01, 2023
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Provably Efficient Model-Free Algorithms for Non-stationary CMDPs

Mar 10, 2023
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Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation

Dec 15, 2022
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Provably Efficient Model-Free Constrained RL with Linear Function Approximation

Jun 23, 2022
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Model Free Reinforcement Learning Algorithm for Stationary Mean field Equilibrium for Multiple Types of Agents

Dec 31, 2020
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Reinforcement Learning for Mean Field Game

May 30, 2019
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DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning

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Mar 09, 2019
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