RLAngryBird

This repository is for reinforcement learning of angry bird (https://aibirds.org/) We used AngryBird API (https://aibirds.org/basic-gaime-playing-software/getting-started.html) DDPG algorithm is used and we referenced the ddpg code from (https://github.com/stevenpig/ddpg-aigym)

How to install

Reference (https://aibirds.org/basic-game-playing-software/getting-started.html) to set up the environment.

• java is required
• Chrome is required
• JPype is required

sudo apt-get install google-chrome-stable

sudo apt-get install python-jpype

Please install Chrome extension. The extension is located in the folder "plugin".

• a. In Chrome, go to Settings -> Tools -> Extensions
• b. Tick "Developer Mode"
• c. Click "Load unpacked extensions ... "
• d. select the "plugin" folder and confirm
• e. Make sure the extension called "Angry Birds interface" is enabled

myAngryBird.jar is not updated because of its file size. Please re-compile the src/ab/demo/other/ClientActionRobot.java and name it "myAngryBird.jar". Replace it with original myAngryBird.jar

How to execute

• Execute the chrome browser and go to "chrome.angrybirds.com"

• click "Play" and then click on "Poached Eggs" on the bottom left

• open one terminal and type the command below

java -jar ABServer.jar

• open another terminal and type the command below

cd src/{Version You want to Execute}

python RLAgent.py

Three versions

RLBird_RawImage

RLBird_Grid

RLBird_Lowdim