Merwan Barlier

According to our database, Merwan Barlier authored at least 16 papers between 2015 and 2024.

Collaborative distances:

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

2024

Differentially Private Model-Based Offline Reinforcement Learning.

Alexandre Rio, Merwan Barlier, Igor Colin, Albert Thomas

CoRR, 2024

A Conservative Approach for Few-Shot Transfer in Off-Dynamics Reinforcement Learning.

Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Measures of diversity and space-filling designs for categorical data.

Cédric Malherbe, Emilio Domínguez-Sánchez, Merwan Barlier, Igor Colin, Haitham Bou-Ammar, Tom Diethe

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Improving a Proportional Integral Controller with Reinforcement Learning on a Throttle Valve Benchmark.

Paul Daoudi, Bojan Mavkov, Bogdan Robu, Christophe Prieur, Emmanuel Witrant, Merwan Barlier, Ludovic Dos Santos

Proceedings of the IEEE Conference on Control Technology and Applications, 2024

2023

A Trust Region Approach for Few-Shot Sim-to-Real Reinforcement Learning.

Paul Daoudi, Christophe Prieur, Bogdan Robu, Merwan Barlier, Ludovic Dos Santos

CoRR, 2023

Clustered Multi-Agent Linear Bandits.

Hamza Cherkaoui, Merwan Barlier, Igor Colin

CoRR, 2023

Price of Safety in Linear Best Arm Identification.

Xuedong Shang, Igor Colin, Merwan Barlier, Hamza Cherkaoui

CoRR, 2023

Multi-Agent Best Arm Identification with Private Communications.

Alexandre Rio, Merwan Barlier, Igor Colin, Marta Soare

Proceedings of the International Conference on Machine Learning, 2023

Enhancing Reinforcement Learning Agents with Local Guides.

Paul Daoudi, Bogdan Robu, Christophe Prieur, Ludovic Dos Santos, Merwan Barlier

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

2020

A Simple and Efficient Smoothing Method for Faster Optimization and Local Exploration.

Kevin Scaman, Ludovic Dos Santos, Merwan Barlier, Igor Colin

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2018

Sur le rôle de l'être humain dans le dialogue humain/machine. (On the role of the human being in human/machine dialogue).

Merwan Barlier

PhD thesis, 2018

Training Dialogue Systems With Human Advice.

Merwan Barlier, Romain Laroche, Olivier Pietquin

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Transfer Reinforcement Learning with Shared Dynamics.

Romain Laroche, Merwan Barlier

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Learning dialogue dynamics with the method of moments.

Merwan Barlier, Romain Laroche, Olivier Pietquin

Proceedings of the 2016 IEEE Spoken Language Technology Workshop, 2016

A Stochastic Model for Computer-Aided Human-Human Dialogue.

Merwan Barlier, Romain Laroche, Olivier Pietquin

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

2015

Human-Machine Dialogue as a Stochastic Game.

Merwan Barlier, Julien Pérolat, Romain Laroche, Olivier Pietquin

Proceedings of the SIGDIAL 2015 Conference, 2015