Learning algorithms (mlpy.learners
)¶
LearnerFactory |
The learner factory. |
ILearner |
The learner interface. |
Online learners (mlpy.learners.online
)¶
IOnlineLearner |
The online learner base class. |
Reinforcement learning¶
RLLearner |
The reinforcement learning learner interface. |
QLearner |
Performs q-learning. |
RLDTLearner |
Performs reinforcement learning using decision trees. |
Offline learners (mlpy.learners.offline
)¶
IOfflineLearner |
The offline learner base class. |
Inverse reinforcement learning¶
ApprenticeshipLearner |
The apprenticeship learner. |
IncrApprenticeshipLearner |
Incremental apprenticeship learner. |