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Empirical analysis of generalization and learning in XCS with gradient descent.

, , and . GECCO, page 1814-1821. ACM, (2007)

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An algorithmic description of XCS., and . Soft Comput., 6 (3-4): 144-153 (2002)Rule-Based Evolutionary Online Learning Systems. Springer-Verlag, Berlin, (2006)An Implementation of the XCS classifier system in C. 99021. The Illinois Genetic Algorithms Laboratory, (1999)Evolving robust controller parameters using covariance matrix adaptation., and . GECCO, page 1251-1258. ACM, (2010)Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system.. GECCO, page 1835-1842. ACM, (2005)Controlling a Four Degree of Freedom Arm in 3D Using the XCSF Learning Classifier System., , and . KI, volume 5803 of Lecture Notes in Computer Science, page 193-200. Springer, (2009)Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems., , and . GECCO (2), volume 3103 of Lecture Notes in Computer Science, page 751-762. Springer, (2004)Fully Self-Supervised Learning of an Arm Model., , , and . LWA, page 173-179. Universitätsbibliothek Bamberg, (2013)Inferring Event-Predictive Goal-Directed Object Manipulations in REPRISE., , , and . ICANN (1), volume 11727 of Lecture Notes in Computer Science, page 639-653. Springer, (2019)Hierarchical principles of embodied reinforcement learning: A review., , , , , and . CoRR, (2020)