Akila Ganlath

SafeDec: Constrained Decoding for Safe Autoregressive Generalist Robot Navigation Policies

Recent advances in end-to-end, multi-task robot policies based on transformer models have demonstrated impressive generalization to real-world embodied navigation tasks. Trained on vast datasets of simulated and real-world trajectories, these policies map multimodal observations directly to action s…