LASER: Latent Space Adjoint Matching for Support-Constrained Entropy-Regularized Offline RL.

arXiv:2610.08989v2 Announce Type: replace-cross Abstract: While offline reinforcement learning (RL) enables policy optimization from static datasets without costly online interaction, it remains bottlenecked by the risk of executing out-of-distribution (OOD) a