Marco Wiering

Comparing exploration strategies for Q-learning in random stochastic mazes

2016

Balancing the ratio between exploration and exploitation is an important problem in reinforcement learning. This paper evaluates four different exploration strategies combined with Q-learning using random stochastic mazes to investigate their performances. We will compare: …