Reinforcement Learning for Routing in Cognitive Radio Ad Hoc Networks

Table 6

Simulation parameters and values for investigating the learning rate adjustment approaches.

Category	Parameter	Value
SU	Best empirical learning rate, 𝛼	{0.0064, 0.004}
	Learning rate adjustment factor, 𝑓	0.001
	Learning rate range, [𝛼min,𝛼max]	[0.001, 0.1]
PU	Standard deviation of PUL, 𝜎PUL	{0.2, 0.8}
Channel	Mean PER, 𝜇PER	0
	Standard deviation of PER, 𝜎PER	0