EIDA: Execution-Interface Dynamics Adaptation for Real-to-Sim-to-Real Robot Navigation
EIDA adapts simulator geometry and predicts velocity feedback from real-world robot data to improve navigation transfer. It learns how actual execution differs from simulation by modeling motion increments and velocity responses separately, allowing policies trained in simulation to perform better on physical robots without needing detailed actuator dynamics.