Anticipatory Learning Classifiers in Python - PyALCS

Anticipatory Learning Classifier Systems (ALCS)

ALCS are is an extension to basic LCS compromising the notation of anticipations. Doing that the systems predominantly are able to anticipate perceptual consequences of actions independent of a reinforcement predictions.

ALCS are able to form complete anticipatory representation (build environment model) which allows faster and intelligent adaptation of behaviour or problem classification.