Grokking Deep Reinforcement Learning
Note: At the moment, only running the code from the docker container (below) is supported. Docker allows for creating a single environment that is more likely to work on all systems. Basically, I install and configure all packages for you, except docker itself, and you just run the code on a tested environment.
To install docker, I recommend a web search for "installing docker on <your os here>". For running the code on a GPU, you have to additionally install nvidia-docker. NVIDIA Docker allows for using a host's GPUs inside docker containers. After you have docker (and nvidia-docker if using a GPU) installed, follow the three steps below.
Running the code
- Pull the gdrl image with:
docker pull mimoralea/gdrl:v0.7
- Spin up a container:
docker run -it --rm -p 8888:8888 -v "$PWD"/notebooks/:/mnt/notebooks/ mimoralea/gdrl:v0.7(remember to use
nvidia-dockerif you are using a GPU.)
- Open a browser and go to the URL shown in the terminal (likely to be: http://localhost:8888). The password is: