Department of Mathematics, Imperial College London, United Kingdom; Department of Statistics, University of Oxford, United Kingdom
Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini
RL Theory;Low adaptive RL;Linear RL;Multi-Batch RL
Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity