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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.