INSTRUCTIONS FOR UCSC

Requirements

user python 3.6.6 or 3.5.*
for mac users if matplotlib is giving trouble Check this link
- If there is no visible plot add backend : macosx to ~./.matplotlib/matplotlibrc

Simple Reinforcement Learning with Tensorflow Part 8: Asynchronous Actor-Critic Agents (A3C)

An OpenAI Gym environment for games written in the Video Game Description Language, including the Generic Video Game Competition framework. The framework, along with some initial reinforcement learning results, is covered in the paper Deep Reinforcement Learning for General Video Game AI.

Clone this repository to your local machine.
To install the package, run pip install -e <package-location> (This should install OpenAI Gym automatically, otherwise it can be installed here
Install a Java compiler javac (e.g. sudo apt install openjdk-9-jdk-headless)

Demo video on YouTube

Once installed, it can be used like any OpenAI Gym environment.

Run the following line to get a list of all GVGAI environments.

[env.id for env in gym.envs.registry.all() if env.id.startswith('gvgai')]