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 4 不同路径规划方法在测试环境中的性能比较结果
Tab.4 Performance comparison results of different path planning methods in testing environment
方法Ctntna/sdna/mpns/%
传统DQN134106.5717.9973.2
DDQN103104.2517.1279.4
Dueling DQN97103.1616.9080.6
本研究1192.3515.5697.8