no code implementations • 1 Jan 2021 • Mathieu Duchesneau, Hansenclever Bassani, Alain Tapp
In this work, we propose Search Data Structure Learning (SDSL), a generalization of the standard Search Data Structure (SDS) in which the machine has to learn how to search in the database.
no code implementations • 18 Aug 2020 • Hansenclever F. Bassani, Renie A. Delgado, José Nilton de O. Lima Junior, Heitor R. Medeiros, Pedro H. M. Braga, Mateus G. Machado, Lucas H. C. Santos, Alain Tapp
This article introduces an open framework, called VSSS-RL, for studying Reinforcement Learning (RL) and sim-to-real in robot soccer, focusing on the IEEE Very Small Size Soccer (VSSS) league.
no code implementations • 24 Mar 2020 • Hansenclever F. Bassani, Renie A. Delgado, Jose Nilton de O. Lima Junior, Heitor R. Medeiros, Pedro H. M. Braga, Alain Tapp
This work presents an application of Reinforcement Learning (RL) for the complete control of real soccer robots of the IEEE Very Small Size Soccer (VSSS), a traditional league in the Latin American Robotics Competition (LARC).
no code implementations • 19 Jun 2019 • Ulrich Aïvodji, François Bidet, Sébastien Gambs, Rosin Claude Ngueveu, Alain Tapp
The widespread use of automated decision processes in many areas of our society raises serious ethical issues concerning the fairness of the process and the possible resulting discriminations.
1 code implementation • ACL 2019 • Gabriele Prato, Mathieu Duchesneau, Sarath Chandar, Alain Tapp
A lot of work has been done in the field of image compression via machine learning, but not much attention has been given to the compression of natural language.
1 code implementation • 28 Jan 2019 • Ulrich Aïvodji, Hiromi Arai, Olivier Fortineau, Sébastien Gambs, Satoshi Hara, Alain Tapp
Black-box explanation is the problem of explaining how a machine learning model -- whose internal logic is hidden to the auditor and generally complex -- produces its outcomes.
no code implementations • 14 Sep 2014 • Alain Tapp
This enable both the learning algorithm and classifier to be extremely efficient.