Abbreviations

7. Abbreviations

ACS

Anticipatory Classifier System

AACS2

Averaged Anticipatory Classifier System

AD

Action-Delay exploration technique

ALCS

Anticipatory Learning Classifier Systems

ALP

Anticipatory Learning Process component in ACS2 agent

BBA

Bucket Brigade Algorithm for distributing reward among classifiers

BEST

Bayesian estimation test

CSR

Center Spread Representation

E/E

Explore/exploit phases

EG

Epsilon Greedy exploration technique

FSW

Finite State World (problem)

GA

Genetic Algorithm

KA

Knowledge Array exploration technique

KPI

Key Performance Indicator

LCS

Learning Classifier System

MACS

Modular Anticipatory Classifier System

MDP

Markov Decision Problem

ML

Machine Learning

MLP

Multi Layer Perceptron

MPX

Multiplexer environment

MCMC

Markov chain Monte Carlo method

NHST

Null Hypothesis Statistical Testing

OBR

Ordered-bounded representation for real-valued numbers

OIQ

Optimistic Initial Quality exploration technique

rACS

real Anticipatory Classifier System

rvACS

real-valued Anticipatory Classifier System

RL

Reinforcement Learning

XAI

eXplainable Artificial Intelligence

XCS

eXtended Classifier System

UBR

Unordered-bounded representation for real-valued numbers

YACS

Yet Another Classifier System

ZCS

Zeroth Level Classifier System