Before revision:  We present an approach based on reinforcement learning  to learn policies capable of dynamic adaptation to the presence of moving pedestrians while navigating between desired locations in constrained environments.
After revision:  We present an approach based on reinforcement learning (RL) to learn policies capable of dynamic adaptation to the presence of moving pedestrians while navigating between desired locations in constrained environments.