Yuval Tassa

Evaluating model-based planning and planner amortization for continuous control

2021 · arXiv (Cornell University)

There is a widespread intuition that model-based control methods should be able to surpass the data efficiency of model-free approaches. In this paper we attempt to evaluate this intuition on various challenging locomotion tasks. We …