Neo
Neo is a python package that enables deserialisation and an interface to the Droid counterpart of the Neodroid platform.
Neodroid is developed with support from Research Council of Norway Grant #262900. (https://www.forskningsradet.no/prosjektbanken/#/project/NFR/262900)
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Installation
pip3 install -U neodroid
Usage
import neodroid as neo
Examples
We have included some example applications in this repository.
Observation Generator
Random Agent
Curriculum
An Example Implementation Of Using An Interface
The application displays data received from the example application of the Droid project repository.
To Do's
- Be able to select and/or parameterise an objective/evaluation (None,ReachGoal,Stabilise,..) function for an environment
Contributing
See guidelines for contributing here.
Licensing
This project is licensed under the Apache V2 License. See LICENSE for more information.
Citation
For citation you may use the following bibtex entry:
@misc{neodroid,
author = {Heider, Christian},
title = {Neodroid Platform},
year = {2018},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/sintefneodroid}},
}
Other Components Of the Neodroid Platform
FAQ
- My iterations per second are maxed out at ~60..
- Ensure that you have disabled vsync, for bumblebee users on linux you can use
vblank_mode=0 optirun ...
- Ensure that you have disabled vsync, for bumblebee users on linux you can use
- Why was this tool created, what does it serve and not just use Unity's own RL framework?
- This project is very similar to Unity's own project Unity Machine Learning Agents. The most of the efforts done in this project were made prior to their announcement, Introducing: Unity Machine Learning Agents. The entire Neodroid platform served and still serves as a tool for academic research specific to the authors interests, hence explaining to the existence and future direction of this project.
Other Problems
Please contact us or add an issue if have a problem that is not listed in the FAQ
Authors
- Christian Heider Nielsen - cnheider
Here other contributors to this project are listed.
Release files for Neodroid 0.4.9
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| Neodroid-0.4.9-py36-none-any.whl | Python 3.6 | none | any | Details |
Release files / Neodroid-0.4.9-py36-none-any.whl
| Download URL | Neodroid-0.4.9-py36-none-any.whl |
|---|---|
| Size | 190.2 kB |
| Tags | Python 3.6 |
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