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Eric Mazumdar

Learning to Steer Learners in Games

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Feb 28, 2025
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Robust Gymnasium: A Unified Modular Benchmark for Robust Reinforcement Learning

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Feb 27, 2025
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Can We Break the Curse of Multiagency in Robust Multi-Agent Reinforcement Learning?

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Sep 30, 2024
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Last-Iterate Convergence of Payoff-Based Independent Learning in Zero-Sum Stochastic Games

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Sep 02, 2024
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Tractable Equilibrium Computation in Markov Games through Risk Aversion

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Jun 20, 2024
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Model-Free Robust $φ$-Divergence Reinforcement Learning Using Both Offline and Online Data

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May 08, 2024
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Sample-Efficient Robust Multi-Agent Reinforcement Learning in the Face of Environmental Uncertainty

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Apr 29, 2024
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Rethinking Scaling Laws for Learning in Strategic Environments

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Feb 21, 2024
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Two-Timescale Q-Learning with Function Approximation in Zero-Sum Stochastic Games

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Dec 08, 2023
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Coupled Gradient Flows for Strategic Non-Local Distribution Shift

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Jul 07, 2023
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