基于改进深度强化学习算法的农业机器人路径规划
赵威,张万枝,侯加林,侯瑞,李玉华,赵乐俊,程进

Path planning of agricultural robots based on improved deep reinforcement learning algorithm
Wei ZHAO,Wanzhi ZHANG,Jialin HOU,Rui HOU,Yuhua LI,Lejun ZHAO,Jin Cheng
表 5 不同路径规划方法在模拟场景中的性能比较结果
Tab.5 Performance comparison results of different path planning methods in simulated scenarios
对比算法Ctntna/sdna/mpns/%
传统DQN14127.2619.2165.0
DDQN10115.1717.5575.0
Dueling DQN9112.9116.5977.5
本研究196.9315.8797.5