Ildefons Magrans de Abril

Publication Activity (10 Years)

Years Active: 2010-2018
Publications (10 Years): 4

Top Topics

Feature Engineering

Learning Agents

Reinforcement Learning

Robotic Control

Top Venues

IEICE Trans. Inf. Syst.

Neural Connectomics

Publications

Ildefons Magrans de Abril, Ryota Kanai
A unified strategy for implementing curiosity and empowerment driven reinforcement learning. CoRR (2018)
Ildefons Magrans de Abril, Junichiro Yoshimoto, Kenji Doya
Connectivity inference from neural recording data: Challenges, mathematical bases and research directions. Neural Networks 102 (2018)
Ildefons Magrans de Abril, Ryota Kanai
Curiosity-driven reinforcement learning with homeostatic regulation. CoRR (2018)
Ildefons Magrans de Abril, Ryota Kanai
Curiosity-Driven Reinforcement Learning with Homeostatic Regulation. IJCNN (2018)
Ildefons Magrans de Abril, Ann Nowé
Supervised Neural Network Structure Recovery. Neural Connectomics (2014)
Jaak Simm, Ildefons Magrans de Abril, Masashi Sugiyama
Tree-Based Ensemble Multi-Task Learning Method for Classification and Regression. IEICE Trans. Inf. Syst. (6) (2014)
Ildefons Magrans de Abril, Masashi Sugiyama
Winning the Kaggle Algorithmic Trading Challenge with the Composition of Many Models and Feature Engineering. IEICE Trans. Inf. Syst. (3) (2013)
Wolfgang Theilmann, Ulrich Winkler, Jens Happe, Ildefons Magrans de Abril
Managing On-Demand Business Applications with Hierarchical Service Level Agreements. FIS (2010)