Mobile robots are an important branch of service robots, and path planning is an important research part of mobile robots. For complex environments, traditional A* algorithms tend to be more ...

Reinforcement learning holds the promise of enabling autonomous robots to learn large repertoires of behavioral skills with minimal human intervention. However, robotic applications of reinforcement ...