A Unified View of TD Algorithms; Introducing Full-Gradient TD and Equi-Gradient Descent TD - Manuel Loth; Philippe Preux (CoRR, 2006)

A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. - Manuel Loth; Philippe Preux; Manuel Davy (ESANN, 2007)

Feature discovery in approximate dynamic programming. - Philippe Preux; Sertan Girgin; Manuel Loth (ADPRL, 2009)

ECON: A Kernel Basis Pursuit Algorithm with Automatic Feature Parameter Tuning, and its Application to Photometric Solids Approximation. - Manuel Loth; Philippe Preux; Samuel Delepoulle; Christophe Renaud (ICMLA, 2009)

The Iso-regularization Descent Algorithm for the LASSO. - Manuel Loth; Philippe Preux (ICONIP (1), 2010)

Active Set Algorithms for the LASSO. (Algorithmes d'Ensemble Actif pour le LASSO). - Manuel Loth (2011)

Bandit-Based Search for Constraint Programming. - Manuel Loth; Michèle Sebag; Youssef Hamadi; Marc Schoenauer (CP, 2013)

Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application to the Job Shop Problem. - Manuel Loth; Michèle Sebag; Youssef Hamadi; Marc Schoenauer; Christian Schulte 001 (LION, 2013)