Jan Frieling

Fourier Features Let Agents Learn High Precision Policies with Imitation Learning

Various 3D modalities have been proposed for high-precision imitation learning tasks to compensate for the short-comings of RGB-only policies. Modalities that explicitly represent positions in Cartesian space, such as most point cloud encoder architectures, have an inherent advantage over purely ima…