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
You can clone this project by running:
git clone https://github.com/tmoer/cursus.git
Requirements are available from ./requirements.txt
Run the project with python3 agent.py
Hyperparameter settings can be modified in ./config/hps
.
├── .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)
This project is licensed under the terms of the MIT License