Reinforcement Learning-Based Intelligent Task Scheduling for Large-Scale IoT Systems

Algorithm 2

RL guides task selection.

Input: All tasks

Output: Final solution and timeout

1: Episode = 0;

2: while Episode do

3:  fordo

4:   ifthen

5:    

6:   else

7:    

8:   end if

9:   

10:   Build a bipartite graph of ;

11:   Calculate cost by HK algorithm;

12:   

13:   

14:   ifthen

15:    break;

16:   end if

17:  end for

18:  Episode = Episode + 1;

19: end while

20: Return final solution and cost