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Ph.D. Candidate at North Carolina State University

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“
Here, on the level sand,
Between the sea and land,
What shall I build or write
Against the fall of night?
— A. E. Housman

Recently Updated

  • Asymptotic Analysis of Q-Learning: A Complete Proof-Oriented Guide
  • Why TD Learning Likes the 2-Norm: Mean Directions, Inner Products, and Bellman Geometry
  • Linear TD vs Neural TD: A Tale of Two Geometries
  • TD Learning Is Almost Gradient Descent: A Finite-Time View of Linear TD
  • Bellman Operators and Bellman Optimality

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