Voigt-Kampff
Modular implementation of Reinforcement Learning agents and environments.
About
Project name Voigt-Kampff originating in Philip K. Dick's cyberpunk novel Do Androids Dream of Electric Sheep?. It is a polygraph-like machine used by the LAPD's Blade Runners to assist in the testing of an individual to see whether they are a replicant or not, i.e., AI or human. For more details see Wiki.
Environments
Agents
Run
Prerequisites
- This project's Python environment is based on direnv, follow the instructions to install and hook into bash.
- Pytorch is used as deep learning framework.
- Get all git submodules by command:
git submodule update --init --recursive
Run scripts
- The run scripts are located in tyrell folder. For example, below command will train an A2C agent with tetris environment:
python3 tyrell/a2c/run_tetris_a2c.py
Development
pre-commit hooks
- Install pre-commit: docs
- Install git hooks:
pre-commit install