An Incremental State-Space Construction Based on the Notion of Contradiction for Reinforcement Learning

[1]  Lonnie Chrisman,et al.  Reinforcement Learning with Perceptual Aliasing: The Perceptual Distinctions Approach , 1992, AAAI.

[2]  Patrick Reignier,et al.  Learning to categorize perceptual space of a mobile robot using fuzzy-ART neural network , 1994, Proceedings of IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS'94).

[3]  Hajime Murao,et al.  Incremental state acquisition for Q-learning by adaptive Gaussian soft-max neural network , 1998, Proceedings of the 1998 IEEE International Symposium on Intelligent Control (ISIC) held jointly with IEEE International Symposium on Computational Intelligence in Robotics and Automation (CIRA) Intell.