Adaptive Expert Guidance for Efficient On-Policy Reinforcement Learning

Daniele Affinita, Ming Xu, Rudolf Reiter +2

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…