2025
Environment as Policy: Learning to Race in Unseen Tracks
ICRA 2025
Reinforcement learning (RL) has achieved outstanding success in complex robot control tasks, such as drone racing, where the RL agents have outperformed human champions in a known racing track. However, these agents fail in unseen track configurations, always requiring complete retraining when prese