Research Article

Autonomous Navigation of the UAV through Deep Reinforcement Learning with Sensor Perception Enhancement

Table 2

The parameters of ANOAU algorithm.

Parameter nameValue

0.1
0.1
0.01
10
3
Learning rate1.0eāˆ’4
Batch size32
OptimizerAdam
Activation functiontanh
Reward discount factor0.9
N-step3
of GAE0.97
of ANOAU0.2