Victor Gabillon

According to our database, Victor Gabillon authored at least 21 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Manas: multi-agent neural architecture search.

Vasco Lopes, Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Antoine Yang, Victor Gabillon, Hang Xu, Zewei Chen, Jun Wang

Mach. Learn., January, 2024

Design of Scalable Population of Reinforcement Learning Agents for Autonomous 5G Radio Link Control.

John Cosmas, Kareem Ali, Ali Mahbas, Prince Kwaku Boakye, John Miguel, Victor Gabillon, Alexandre Kazmierowski, Lewis Sear

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2020

Adaptive multi-fidelity optimization with fast learning rates.

Côme Fiegel, Victor Gabillon, Michal Valko

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Derivative-Free & Order-Robust Optimisation.

Haitham Ammar, Victor Gabillon, Rasul Tutunov, Michal Valko

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

MANAS: Multi-Agent Neural Architecture Search.

Fabio Maria Carlucci, Pedro M. Esperança, Marco Singh, Victor Gabillon, Antoine Yang, Hang Xu, Zewei Chen, Jun Wang

CoRR, 2019

Scale-free adaptive planning for deterministic dynamics & discounted rewards.

Peter L. Bartlett, Victor Gabillon, Jennifer Healey, Michal Valko

Proceedings of the 36th International Conference on Machine Learning, 2019

A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption.

Peter L. Bartlett, Victor Gabillon, Michal Valko

Proceedings of the Algorithmic Learning Theory, 2019

2018

Best of both worlds: Stochastic & adversarial best-arm identification.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek, Michal Valko

Proceedings of the Conference On Learning Theory, 2018

2017

Near Minimax Optimal Players for the Finite-Time 3-Expert Prediction Problem.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Hit-and-Run for Sampling and Planning in Non-Convex Spaces.

Yasin Abbasi-Yadkori, Peter L. Bartlett, Victor Gabillon, Alan Malek

Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016

Improved Learning Complexity in Combinatorial Pure Exploration Bandits.

Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh, Ronald Ortner, Peter L. Bartlett

Proceedings of the 19th International Conference on Artificial Intelligence and Statistics, 2016

2015

Approximate modified policy iteration and its application to the game of Tetris.

Bruno Scherrer, Mohammad Ghavamzadeh, Victor Gabillon, Boris Lesner, Matthieu Geist

J. Mach. Learn. Res., 2015

2014

Large-Scale Optimistic Adaptive Submodularity.

Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Adaptive Submodular Maximization in Bandit Setting.

Victor Gabillon, Branislav Kveton, Zheng Wen, Brian Eriksson, S. Muthukrishnan

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

Approximate Dynamic Programming Finally Performs Well in the Game of Tetris.

Victor Gabillon, Mohammad Ghavamzadeh, Bruno Scherrer

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

2012

Best Arm Identification: A Unified Approach to Fixed Budget and Fixed Confidence.

Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Approximate Modified Policy Iteration.

Bruno Scherrer, Victor Gabillon, Mohammad Ghavamzadeh, Matthieu Geist

Proceedings of the 29th International Conference on Machine Learning, 2012

2011

Multi-Bandit Best Arm Identification.

Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric, Sébastien Bubeck

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Classification-based Policy Iteration with a Critic.

Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh, Bruno Scherrer

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Affichage de publicités sur des portails web.

Victor Gabillon, Jérémie Mary, Philippe Preux

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009

Asymptotic performance analysis of PCA algorithms based on the weighted subspace criterion.

Jean Pierre Delmas, Victor Gabillon

Proceedings of the IEEE International Conference on Acoustics, 2009