Esra'a Saleh

Should Models Be Accurate?

2022 · arXiv (Cornell University)

Model-based Reinforcement Learning (MBRL) holds promise for data-efficiency by planning with model-generated experience in addition to learning with experience from the environment. However, in complex or changing environments, models in MBRL will inevitably be imperfect, …