.reinaldo.bianchi
.my.5.most.relevant.publications
- BIANCHI, R. A. C.; RIBEIRO, Carlos Henrique Costa ; COSTA, Anna Helena Reali . Heuristic Selection of Actions in Multiagent Reinforcement Learning. In: International Joint Conference on Artificial Intelligence - IJCAI, 2007, Hyderabad. Proceedings of IJCAI 2007, 2007. (abstract here).
- BIANCHI, R. A. C.; RIBEIRO, Carlos Henrique Costa; COSTA, Anna Helena Reali. Accelerating autonomous learning by using heuristic selection of actions. Journal of Heuristics, Springer-Verlag, 2008. (draft here)
- BIANCHI, R. A. C. ; ROS, R. ; MANTARAS, R. L. Improving Reinforcement Learning by using Case Based Heuristics. In: International Conference on Case-Based Reasoning, 2009, Seattle. Lecture Notes in Artificial Intelligence. Berlin : Springer, 2009. v. 5650. p. 75-89. (draft here)
- BIANCHI, R. A. C. ; RIBEIRO, C. H. C. ; COSTA, A. H. R. Heuristically Accelerated Q-Learning: a New Approach to Speed Up Reinforcement Learning. Brazilian Symposium on Artificial
Intelligence, 2004, São Luiz.
Lecture Notes in Artificial Intelligence. Springer Verlag, Berlin, Heidelberg,
2004, vol. 3171, p. 245-254. (draft version can be found here).
- BIANCHI, R. A. C. ; RAMISA, A. ; MANTARAS, R. L. Automatic Selection of Object Recognition Methods Using Reinforcement Learning. In: Jacek Koronacki; Zbigniew W. Ras; Sawomir T. Wierzchon; Janusz Kacprzyk. (Org.). Advances in Machine Learning I. Berlin: Springer, 2009, v. 1, p. 421-439. (draft here)
.full.publication.list
last updated december 28th, 2009
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