Difference between revisions of "ScalarX"
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m (open source bot-development framework, with machine learning) |
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Current development is in prototype phase, let me know if you are interested. | Current development is in prototype phase, let me know if you are interested. | ||
| + | |||
| + | === Components === | ||
| + | ScalarX will include: | ||
| + | * A utility library for implementing things like [[KNN]], [[Precise Prediction]], [[Bullet Shadow]], etc. | ||
| + | * Serving | ||
| + | ** A component system to enable easy plug-in, e.g. shield, multiple movement system, virtual guns, etc. | ||
| + | * Training | ||
| + | ** A complete pipeline for running battles, logging data, offline training and testing. | ||
| + | * To be listed... | ||
Revision as of 06:14, 16 July 2021
ScalarX is an open source bot-development framework, aims at easing the gap between robocode and modern machine learning techniques. Currently building a competitive robot requires months of coding, and yet many details remain to be tested. If there is a reference implementation which can be tested exclusively by the community, and let any strategy & machine learning model plug in easily, work of exploring & applying modern machine learning techniques can be greatly simplified.
Current development is in prototype phase, let me know if you are interested.
Components
ScalarX will include:
- A utility library for implementing things like KNN, Precise Prediction, Bullet Shadow, etc.
- Serving
- A component system to enable easy plug-in, e.g. shield, multiple movement system, virtual guns, etc.
- Training
- A complete pipeline for running battles, logging data, offline training and testing.
- To be listed...
