Ratatouille: Imitation Learning Ingredients for Real-world Social Robot Navigation

James R. Han, Mithun Vanniasinghe, Hshmat Sahak +2

Scaling Reinforcement Learning to in-the-wild social robot navigation is both data-intensive and unsafe, since policies must learn through direct interaction and inevitably encount…