Improved Model-based Reinforcement Learning with Smooth Kernels
arXiv:2605.07218v1 Announce Type: cross
Abstract: For continuous state-action space scenarios, classical reinforcement learning (RL) theory predominantly focuses on low-rank Markov decision processes (MDPs), which provide sample-efficient guarantees a…