Matthieu Roux

Publications (4)

Communication dans un congrès 06/04/2025

Condition-Based Maintenance Optimization Under Large Action Space with Deep Reinforcement Learning Method

Peng Bi , Yi-Ping Fang , Matthieu Roux , Anne Barros

Communication dans un congrès 31/03/2025

A hybrid approach to solve the maintenance problem of an offshore wind farm formulated as a large-scale POMDP

Matthieu Roux , Yiping Fang , Anne Barros

Article dans une revue 16/04/2024

Maintenance Planning under Imperfect Monitoring: an Efficient POMDP Model Using Interpolated Value Function

Matthieu Roux , Yiping Fang , A Barros

Communication dans un congrès 16/04/2024

Maintenance planning under imperfect monitoring: two POMDP approaches to quantify the value of information

Matthieu Roux , Anne Barros , Yiping Fang