Higher-Order Action Supervision Makes A Strong Policy Class.

arXiv:2610.11175v2 Announce Type: replace-cross Abstract: Modern data-driven decision-making methods, such as imitation learning (IL) and reinforcement learning (RL), have achieved great success in solving many complex tasks. However, these methods often suffe