James F. Whidborne

Integrated moment-based LGMD and deep reinforcement learning for UAV obstacle avoidance

In this paper, a bio-inspired monocular vision perception method combined with a learning-based reaction local planner for obstacle avoidance of micro UAVs is presented. The system is more computationally efficient than other vision-based perception and navigation methods such as SLAM and optical fl…