Nick Ah Sen

Domain Randomization for Learning to Navigate in Human Environments

In shared human-robot environments, effective navigation requires robots to adapt to various pedestrian behaviors encountered in the real world. Most existing deep reinforcement learning algorithms for human-aware robot navigation typically assume that pedestrians adhere to a single walking behavior