Extreme Length Generalization in a Compact Recurrent Architecture for One-Shot Exploration

Izen Thornton, Aaron Shey, William Su

Autonomous robots on one-shot missions run over horizons far longer than the trajectories seen during training, under a fixed onboard compute budget. We present FRANK, a 507K-param…