Integrating Guidance into Relational Reinforcement Learning.

Reinforcement learning, and Q-learning in particular, encounter two major problems when dealing with large state spaces. First, learning the Q-function in tabular form may be infeasible because of the excessive amount of memory needed to store the table, and because the Q-function only converges aft...

Full description

Bibliographic Details
Published in:Machine learning. 57, 3 (2004).
Main Author: Driessens, Kurt
Format: Article
Language:English
Subjects: