Positive Impact of State Similarity on Reinforcement Learning Performance.

Sertan Girgin Faruk Polat Reda Alhajj

Published in: IEEE Trans. Syst. Man Cybern. Part B (2007)

Keyphrases

reinforcement learning
state space
similarity measure
information retrieval
semantic similarity
state abstraction
agent receives
database
data sets
machine learning
learning algorithm
case study
search space
distance measure
model free
transition model