Kenny Young

The Benefits of Model-Based Generalization in Reinforcement Learning

2022 · arXiv (Cornell University)

Model-Based Reinforcement Learning (RL) is widely believed to have the potential to improve sample efficiency by allowing an agent to synthesize large amounts of imagined experience. Experience Replay (ER) can be considered a simple kind …