Phalguni Nanda

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Papers (3)

1. Natural Policy Gradient as Doubly Smoothed Policy Iteration: A Bellman-Operator Framework cs.LG · 2026 · author #1
2. A Minimal-Assumption Analysis of Q-Learning with Time-Varying Policies cs.LG · 2025 · author #1
3. From Set Convergence to Pointwise Convergence: Finite-Time Guarantees for Average-Reward Q-Learning with Adaptive Stepsizes cs.LG · 2025 · author #2

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Frequent Coauthors

• Zaiwei Chen 3 shared papers