Sim-to-Real Strategy for Spatially Aware Robot Navigation in Uneven Outdoor Environments

Kasun Weerakoon, Adarsh Jagan Sathyamoorthy, Dinesh Manocha

Deep Reinforcement Learning (DRL) is hugely successful due to the availability of realistic simulated environments. However, performance degradation during simulation to real-world…