tmoer / a0c

Code for the paper Alpha Zero in Continuous Action Space (A0C) (https://arxiv.org/pdf/1805.09613.pdf)

A0C

This project simulates the Alpha Zero algorithm for continuous action spaces (A0C). The associated paper is available from here: https://arxiv.org/pdf/1805.09613.pdf

Installation

You can clone this project by running: git clone https://github.com/tmoer/cursus.git

Requirements are available from ./requirements.txt

Run the project

Run the project with python3 agent.py

Hyperparameter settings can be modified in ./config/hps

Project organization

.
├── .gitignore
├── CITATION.md
├── LICENSE.md
├── README.md
├── requirements.txt
├── bin                <- Compiled and external code, ignored by git (PG)
│   └── external       <- Any external source code, ignored by git (RO)
├── config             <- Configuration files (HW)
├── data               <- All project data, ignored by git
│   ├── processed      <- The final, canonical data sets for modeling. (PG)
│   ├── raw            <- The original, immutable data dump. (RO)
│   └── temp           <- Intermediate data that has been transformed. (PG)
├── docs               <- Documentation notebook for users (HW)
│   ├── manuscript     <- Manuscript source, e.g., LaTeX, Markdown, etc. (HW)
│   └── reports        <- Other project reports and notebooks (e.g. Jupyter, .Rmd) (HW)
├── results
│   ├── figures        <- Figures for the manuscript or reports (PG)
│   └── output         <- Other output for the manuscript or reports (PG)
└── src                <- Source code for this project (HW)

License

This project is licensed under the terms of the MIT License

Citation

Please cite this project as described here.