Reinaldo Bianchi

Learning Systems Department

Email:

rbianchi@fei.edu.br

Position:

Previous visiting scientists

Depending on:

Seniority / membership period:

15 December 2015 to 29 February 2016

8 Publications

2015

Reinaldo Bianchi, L. A. Celiberto, J.P. Matsuura, P.E. Santos, Ramon López de Mántaras; Transferring knowledge as heuristics in Reinforcement Learning: a case base approach. Artificial Intelligence; 2015.

2012

L. A. Celiberto, J.P. Matsuura, Ramon López de Mántaras, Reinaldo Bianchi; Reinforcement Learning with Case-Based Heuristics for RoboCup Soccer Keepaway. 2012 Brazilian Robotics Symposium and Latin American Robotics Symposium; 2012.

2010

Reinaldo Bianchi, Arnau Ramisa, Ramon López de Mántaras; Automatic Selection of Object Recognition Methods using Reinforcement Learning.. Advances in Machine Learning I (dedicated to the memory of Prof. Ryszard S. Michalski); 2010.

Reinaldo Bianchi, Ramon López de Mántaras; Case-Based Multiagent Reinforcement Learning: Cases as Heuristics for Selection of Actions. ECAI 2010: 19th European Conference on Artificial Intelligence; 2010.

L. A. Celiberto, J.P. Matsuura, Reinaldo Bianchi, Ramon López de Mántaras; Using Transfer Learning to Speed-Up Reinforcement Learning: A Case-Based Approach. IEEE Latin American Robotics Symposium and Intelligent Robotics Meeting; 2010.

2009

Reinaldo Bianchi, Raquel Ros, Ramon López de Mántaras; Improving Reinforcement Learning by using Case-Based Heuristics. ICCBR'09: 8th International Conference on Case-Based Reasoning; 2009.

Reinaldo Bianchi, Ramon López de Mántaras; Should I Trust my Teammates? An experiment in Heuristic Multiagent Reinforcement Learning. IJCAI Workshop on Grand Challenges for Reasoning from Experiences; 2009.

2008

Reinaldo Bianchi, Arnau Ramisa, Ramon López de Mántaras; Learning to select Object Recognition Methods for Autonomous Robots. 18th European Conference on Artificial Intelligence; 2008.