arXiv cs.LG
· Papers
The Sample Complexity of Policy Learning with Mu-Resets
arXiv:2608.07772v1 Announce Type: new Abstract: We study policy-based reinforcement learning under the $mu$-resets interaction protocol of Kakade and Langford [KL02]. This interaction protocol enables the learner to sample trajectories from a given exploratory reset distribution $mu$, in addition to the starting dist