Research on Cloud Computing Resources Provisioning Based on Reinforcement Learning

Algorithm 1

value learning algorithm.

)   Initialize   value table

()   Initialize state

()    error = 0

()   repeat

()   for each state   do

()    using -greedy policy

()   for (step = 1; step < LIMIT; step++) do

()   take action   observe and

()   

()

() , ,

() end for

() end for

() Until