Temporal difference learning adapts to incomplete coverage: an oracle inequality over subgraphs

arXiv:2411.09731 · cs.LG, math.ST, stat.ML, stat.TH · Submitted 2024-11-14 · Read on arXiv

cs.LG, math.ST, stat.ML, stat.TH

Submitted: 2024-11-14

Updated: 2026-10-26

Terminology

• Fixed Point — 1× in this paper · explained in 2 episodes
• Monte Carlo — 1× in this paper
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Reinforcement Learning (RL) — 1× in this paper · explained in 26 episodes
• Sample Complexity — 1× in this paper · explained in 20 episodes

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