C++ implementation of fitted Q iteration as in Ernst, Geurts, and Wehenkel 2005.
Uses a simple implementation of extremely randomized trees, including both classification and regression.
With domains from my thesis and other continuous examples:
- Mountain car
- Bicycle balancing (Ernst 2005)
- HIV (Adams 2004,2005; Ernst 2006)
- Tass model of coupled oscillators
- My simple model of fractionated radiation treatment for tumor cells.
Also includes some simple test cases based on data from UCI.