Deep Reinforcement Learning for UAV Intelligent Mission Planning

Table 1

Traditional and intelligent planning.

Category	Traditional planning	Intelligent planning
Algorithm	Intelligent optimization algorithm	Deep reinforcement learning
Method	Search-based	Learning-based
Advantage	Parallel optimization	Offline training and online inferencing, high-dimension, scalable
Limitations	Not scalable, static	Computational power