Deep Reinforcement Learning Approach with Multiple Experience Pools for UAV's Autonomous Motion Planning in Complex Unknown Environments.
Zijian HuKaifang WanXiaoguang GaoYiwei ZhaiQianglong WangPublished in: Sensors (2020)
Keyphrases
- motion planning
- unknown environments
- path planning
- mobile robot
- obstacle avoidance
- reinforcement learning
- unmanned aerial vehicles
- dynamic environments
- autonomous navigation
- exploration strategy
- robotic systems
- trajectory planning
- robotic tasks
- free space
- multi robot
- degrees of freedom
- autonomous robots
- collision avoidance
- collision free
- indoor environments
- multi agent
- configuration space
- mobile robotics
- real robot
- object recognition
- climbing robot