Feedforward Neural Networks in Reinforcement Learning Applied to High-Dimensional Motor Control. - Rémi Coulom (ALT, 2002)

Reinforcement Learning Using Neural Networks, with Applications to Motor Control. (Apprentissage par renforcement utilisant des réseaux de neurones, avec des applications au contrôle moteur). - Rémi Coulom (2002)

High-accuracy value-function approximation with neural networks applied to the acrobot. - Rémi Coulom (ESANN, 2004)

Efficient Selectivity and Backup Operators in Monte-Carlo Tree Search. - Rémi Coulom (Computers and Games, 2006)

Computing "Elo Ratings" of Move Patterns in the Game of Go. - Rémi Coulom (J. Int. Comput. Games Assoc., 2007)

Whole-History Rating: A Bayesian Rating System for Players of Time-Varying Strength. - Rémi Coulom (Computers and Games, 2008)

Monte-Carlo Simulation Balancing in Practice. - Shih-Chieh Huang; Rémi Coulom; Shun-Shii Lin (Computers and Games, 2010)

Monte-Carlo Simulation Balancing Applied to 9x9 Go. - Shih-Chieh Huang; Rémi Coulom; Shun-Shii Lin (J. Int. Comput. Games Assoc., 2010)

CLOP: Confident Local Optimization for Noisy Black-Box Parameter Tuning. - Rémi Coulom (ACG, 2011)

Handling expensive optimization with large noise. - Rémi Coulom; Philippe Rolet; Nataliya Sokolovska; Olivier Teytaud (FOGA, 2011)