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.
ScalarX will include:
- A utility library for implementing things like KNN, Precise Prediction, Bullet Shadow, etc.
- A component system to enable easy plug-in, e.g. shield, multiple movement system, virtual guns, etc.
- A complete pipeline for running battles, logging data, offline training and testing.
- To be listed...