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For the updated version of FlashRL, go tothis link.

• Fix pyVNC issue. Currently pyVNC fails to start a VNC server for the game to run on. We need to solve this issue in order to run our games in headless mode.
• Begin developing custom environments.
• Begin developing Docker containers for our code to run in. Preferably, create a Dockerfile that can be used to run custom environments without the need for the local machine to have all the dependencies installed.

• Ubuntu 18.04 (Our most recent testing of 20.04 proves that it does not work.)
• Python 3.x.x (Python 3.6.8 is tested)
• gnash
• xvfb

For our testing, we have been working in a python virtual environment.

sudo apt-get install xvfbsudo apt-get install gnashsudo apt-get install vnc4server# I would reccomend doing the next steps inside a virtual environment.pip install git+https://github.com/cair/pyVNCpip install git+https://github.com/JDaniel41/FlashRL

Developers are able to import custom environments throughproject/contrib/environments/

A typical custom implementation looks like this:

-project-__init__.py-main.py-contrib-environments-env_name-__init__.py-dataset.p-model.h5-env.swf

in the following section, we demonstrate how to implement the flash game Mujaffa as an environment for FlashRL.

• SWF Game File
• Python 3x
• Keras

• Create directory structuremkdir -p contrib/environments/mujaffa-v1.6
• Create Configuration file:

echo "define= {"swf":"mujaffa.swf","model":"model.h5","dataset":"dataset.p","scenes": [],"state_space": (84,84,3)}">contrib/environments/mujaffa-v1.6/__init__.py

• Add swf "mujaffa.swf" tocontrib/environments/mujaffa-v1.6/
• Create filemain.py in project root with following template

from FlashRL import Gamedef on_frame(state, type, vnc):    # vnc.send_key("a") # Sends the key "a"    # vnc.send_mouse("Left", (200, 200)) # Left Clicks at x=200, y=200    # vnc.send_mouse("Right", (200, 200)) # Right Clicks at x=200, y=200    passg = Game("mujaffa-v1.6", fps=10, frame_callback=on_frame, grayscale=True, normalized=True)

Copyright 2017/2018 Per-Arne Andersen

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The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

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