MaximeRobeyns / BDRL

Bayesian Distributional RL experiments

BDRL Experiments

This repository is for developing and testing some Bayesian distributional RL algorithms.

Quickstart

Clone the repository

git clone https://github.com/maximerobeyns/bdrl

And install in development mode:

pip install -e .

Note: you may need to install third party dependencies first such as Bayesfunc.

Running an Agent

Agents are configured using gin configuration files, so that the agent configurations and hyperparameters are all in one place, in version control and you don’t have to pass long command line arguments. These configuration files live in the /configs directory.

To run an agent, simply write a configuration file, and provide it to the runner:

./main.py -c configs/dqn.gin