Adaptive Expert Guidance for Efficient On-Policy Reinforcement Learning.

arXiv:2610.06019v1 Announce Type: cross Abstract: With massively parallel simulation, on-policy Reinforcement Learning methods such as PPO have become standard in many domains. However, learning from scratch is sample-inefficient and fails to exploit the poten