Ph.D. Candidate at North Carolina State University

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Why Do Neural TD Converge ? Jun 2, 2026

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Why Do Neural TD Converge ?
Function Approximation in RL: From Tables to Linear Models to Neural Networks
The Beauty of a Simple Proof: TD Learning Without Projection
Stochastic Gradient Descent: Why Randomness Works
Why Gradient Descent Works: A Small Mathematical Story

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