DuelingDQNLP

UAV_MEC_env.py is the environment for agent interaction.
RL_brain_dueling.py contains DQN, DDQN and DuelingDQN.
Run_uav_mec_task_2.py contains the main function, which is the running entry of the DuelingDQNLP. After running, the .npy files corresponding to each variable are generated. Then, we get them in compare_Dueling_DQN_Double_*.py for comparison experiment. Compare_Dueling_DQN_Double_*.py are the comparison experiments. We need to put the .npy files in the corresponding file path, and then run the Compare_Dueling_DQN_Double_*.py.
Unzip the *.zip file in the Modify_* folder and put them in the Modify_*/ folder. The file directory is shown in fig 1.png.
Unzip the *.zip file in the DDD folder and put it in the DDD folder.
Unzip the *.zip file in the flyaction/5/ folder and put it in the flyaction/5/ folder.
Unzip the *.zip file in the flyaction/9/ folder and put it in the flyaction/9/ folder.
The file directory is shown in fig 2.png.