Simon Dufort-Labbé

Myriad: a real-world testbed to bridge trajectory optimization and deep learning

We present Myriad, a testbed written in JAX which enables machine learning researchers to benchmark imitation learning and reinforcement learning algorithms against trajectory optimization-based methods in real-world environments. Myriad contains 17 optimal control problems presented in continuous t…