rl-boilerplate
a repo that I copy for new rl projects
To Use
clone this repo and make a new repo.
Replace / update the following files
environment.yml - change the name and add/remove pkgs
pkgname - rename folder to the actual project name
Then mamba create env or conda create env
Organization
cfgs holds all config files stored as yml files
cfgs/<name> holds all config files (and should hold a default of some sort) for a particular script (e.g PPO training script) or a group of experiments (e.g. BC on CartPole env)
pkgname the directory for all code
pkgname/models contains all models (probably torch)
pkgname/envs contains various custom envs / wrapped envs
pkgname/cfg configuration tooling
scripts contains various scripts (e.g. PPO training, data generation what not)