Decision Making Agent Searching for Markov Models in Near-Deterministic World

Gabor Matuz, Andras Lorincz

Reinforcement learning has solid foundations, but becomes inefficient in partially observed (non-Markovian) environments. Thus, a learning agent -born with a representation and a p…