dextool.plugin.mutate.backend.analyze.schema_ml

Joakim Brännström (joakim.brannstrom@gmx.com)

This Source Code Form is subject to the terms of the Mozilla Public License, v.2.0. If a copy of the MPL was not distributed with this file, You can obtain one at http://mozilla.org/MPL/2.0/.

Q-learning algorithm for training the schema generator.

Each mutation subtype has a state in range [0,100]. It determins the probability that a mutant of that kind is part of the intermediate schema generation.

The state is updated with feedback from if the schema successfully compiled and executed the test suite OK.