/ComputationOffloadingRL

Matlab project for fairspace

Primary LanguageMATLAB

ComputationOffloadingRL

Matlab project for fairspace

Requirement

MATLAB

Reinforcement Learning toolbox

Simevents

This project was written and tested in Matlab2019a however, it should run in the later versions as well.

Usage:

To train the network edit parameters given below in train_ddpg.m or train_dqn.m and run

max_episodes=2000;

sample_time=0.1;

stopTime=40;

interval=1;

continous_action=false;

Sample time is how fast the simulink model is run (except for the Sim Events parts). Interval is how quickly the reinforcement learning agent is running.