Shadow-fight-2-AI

This project is about a DQN agent trying to play Shadow Fight 2 using visual input.

[First of all , I'm not a native english speaker so I'm sure there are mistakes]

Status :

File1 : working

File2 : working

Example : [This is just an example of a working DQN that works on the cartpole game using openai gym] working

Screen_Grabber : working [not made by me btw]

Usage:

File 1 : It has been tested on an 1080p resolution and not any other resolution , not sure if it works on other resolutions. Open bluestacks and open it in the smallest possible size then open the game. With file1 you can test the already working functions , from detecting the timer , if the round is paused, hp bars. HINT : To get bluestacks position you need to use the setup function

File 2 : With file2 is the actually AI kinda working , you will have to setup a save dir at the end of the file [Also the model is 2GB per save and it saves when it finishes the episodes] Each episode = 1 round in game and a round is recognized if it sees it's start. Only the latest model will be used [with the highest amount of episodes not necesary the newest] .

Update : Added auto-save and auto-load and can be easily changed, changed epsilon based on the episodes played already

Example : working , but has no use more than an example in case I mess up the file2

Screen_Grabber : it's obvious what it does

Update : now you can specify the color of the image