An Improved Algorithm of Robot Path Planning in Complex Environment Based on Double DQN

Fei Zhang, Chaochen Gu, Feng Yang

Deep Q Network (DQN) has several limitations when applied in planning a path in environment with a number of dilemmas according to our experiment. The reward function may be hard t…