Provably Efficient Offline-to-Online Value Adaptation with General Function Approximation

arXiv:2604.13966 · cs.LG · Submitted 2026-04-15 · Read on arXiv

cs.LG

Submitted: 2026-04-15

Updated: 2026-10-07

Terminology

• Adaptation — 4× in this paper · explained in 1 episode
• Online Adaptation — 1× in this paper · explained in 3 episodes
• Online Reinforcement Learning — 1× in this paper · explained in 2 episodes
• Reinforcement Learning — 1× in this paper · explained in 4 episodes
• Sample Complexity — 1× in this paper · explained in 17 episodes

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