rdvincent / fqi

Simple C++ implementation of fitted Q iteration as in Ernst, Geurts, and Wehenkel 2005. With domains from my thesis and other common examples.

fqi

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.