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Ph.D. Candidate at North Carolina State University

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Adversarially-Robust TD Learning with Markovian Data
Asymptotic Analysis of Q-Learning: A Complete Proof-Oriented Guide
Corruption-Tolerant Asynchronous Q-Learning with Near-Optimal Rates
Robust Asynchronous Q-Learning under Reward and State Corruption via Batching
Robust Federated Q-Learning with Almost No Communication

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q-learning reinforcement-learning function-approximation robust reinforcement learning temporal-difference-learning theory bellman-equation bellman-operators gradient-descent machine-learning

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