Benoit Boulet

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 38

Top Topics

Anomaly Detection

Load Forecasting

Reinforcement Learning

Traffic Signal Control

Top Venues

IEEE Trans. Intell. Veh.

Publications

Wei Sang, Huiliang Zhang, Xianchang Kang, Ping Nie, Xin Meng, Benoit Boulet, Pei Sun
Dynamic multi-granularity spatial-temporal graph attention network for traffic forecasting. Inf. Sci. 662 (2024)
Jilan Samiuddin, Benoit Boulet, Di Wu
An Online Spatial-Temporal Graph Trajectory Planner for Autonomous Vehicles. CoRR (2024)
Yuwei Fu, Haichao Zhang, Di Wu, Wei Xu, Benoit Boulet
FuRL: Visual-Language Models as Fuzzy Rewards for Reinforcement Learning. CoRR (2024)
Marc-Antoine Beaudoin, Benoit Boulet
Structured Learning of Safety Guarantees for the Control of Uncertain Dynamical Systems. IEEE Trans. Intell. Veh. 8 (1) (2023)
Huiliang Zhang, Di Wu, Benoit Boulet
Adaptive Aggregation for Safety-Critical Control. CoRR (2023)
Xingshuai Huang, Di Wu, Benoit Boulet
MetaProbformer for Charging Load Probabilistic Forecasting of Electric Vehicle Charging Stations. IEEE Trans. Intell. Transp. Syst. 24 (10) (2023)
Xingshuai Huang, Di Wu, Benoit Boulet
Traffic Signal Control Using Lightweight Transformers: An Offline-to-Online RL Approach. CoRR (2023)
Jiuqi Elise Zhang, Di Wu, Benoit Boulet
On the Performance of Legendre State-Space Models in Short-Term Time Series Forecasting. CCECE (2023)
Marc-Antoine Beaudoin, Benoit Boulet
Learning-Based Synthesis of Robust Linear Time-Invariant Controllers. IEEE Trans. Intell. Veh. 8 (2) (2023)
Xijuan Sun, Di Wu, Arnaud Zinflou, Benoit Boulet
Anomaly Detection with Ensemble of Encoder and Decoder. CoRR (2023)
Xijuan Sun, Di Wu, Benoit Boulet
Analyzing the Benefits of Data Augmentation for Smart Grid Anomaly Detection and Forecasting. CCECE (2023)
Wenbin Song, Di Wu, Weiming Shen, Benoit Boulet
Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection. CoRR (2022)
Jiuqi Elise Zhang, Di Wu, Benoit Boulet
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection. CCECE (2022)
Yuwei Fu, Di Wu, Benoit Boulet
Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting. AAAI (2022)
Huiliang Zhang, Sayani Seal, Di Wu, François Bouffard, Benoit Boulet
Building Energy Management With Reinforcement Learning and Model Predictive Control: A Survey. IEEE Access 10 (2022)
Huiliang Zhang, Di Wu, Benoit Boulet
MetaEMS: A Meta Reinforcement Learning-based Control Framework for Building Energy Management System. CoRR (2022)
Jiuqi Elise Zhang, Di Wu, Benoit Boulet
Time Series Anomaly Detection via Reinforcement Learning-Based Model Selection. CoRR (2022)
Yuwei Fu, Di Wu, Benoit Boulet
A Closer Look at Offline RL Agents. NeurIPS (2022)
Wenbin Song, Di Wu, Weiming Shen, Benoit Boulet
An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture. CoRR (2022)
Mostafa Darabi, Raffi Toukhtarian, Hossein Vahid Alizadeh, Benoit Boulet
Closed-loop thickness control and sensor placement in extrusion blow moulding. Int. J. Autom. Control. 16 (5) (2022)
Yuwei Fu, Di Wu, Benoit Boulet
On the Benefits of Transfer Learning and Reinforcement Learning for Electric Short-term Load Forecasting. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Marc-Antoine Beaudoin, Benoit Boulet
Improving gearshift controllers for electric vehicles with reinforcement learning. CoRR (2021)
Xingshuai Huang, Di Wu, Michael Jenkin, Benoit Boulet
ModelLight: Model-Based Meta-Reinforcement Learning for Traffic Signal Control. CoRR (2021)
Jiuqi Elise Zhang, Di Wu, Benoit Boulet
Time Series Anomaly Detection for Smart Grids: A Survey. CoRR (2021)
Anas El Fathi, Robert E. Kearney, Emilie Palisaitis, Benoit Boulet, Ahmad Haidar
A Model-Based Insulin Dose Optimization Algorithm for People With Type 1 Diabetes on Multiple Daily Injections Therapy. IEEE Trans. Biomed. Eng. 68 (4) (2021)
Di Wu, Can Cui, Benoit Boulet
Residential Short-Term Load Forecasting via Meta Learning and Domain Augmentation. AI4KMES@IJCAI (2021)
Weixuan Lin, Di Wu, Benoit Boulet
Spatial-Temporal Residential Short-Term Load Forecasting via Graph Neural Networks. IEEE Trans. Smart Grid 12 (6) (2021)
Huiliang Zhang, Sayani Seal, Di Wu, Benoit Boulet, François Bouffard, Géza Joós
Data-driven Model Predictive and Reinforcement Learning Based Control for Building Energy Management: a Survey. CoRR (2021)
Marc-Antoine Beaudoin, Benoit Boulet
Structured learning of safety guarantees for the control of uncertain dynamical systems. CoRR (2021)
Marc-Antoine Beaudoin, Benoit Boulet
Learning-based synthesis of robust linear time-invariant controllers. CoRR (2021)
Marc-Antoine Beaudoin, Benoit Boulet
Fundamental limitations to no-jerk gearshift in electric vehicles: the importance of transmission architectures. CoRR (2020)
Masoud Razban, Javad Dargahi, Benoit Boulet
Image-based Intraluminal Contact Force Monitoring in Robotic Vascular Navigation. CoRR (2020)
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
Multiple Kernel Learning-Based Transfer Regression for Electric Load Forecasting. IEEE Trans. Smart Grid 11 (2) (2020)
Sayani Seal, Benoit Boulet, Vahid Raissi Dehkordi
Centralized Model Predictive Control Strategy for Thermal Comfort and Residential Energy Management. CoRR (2019)
Anas El Fathi, Emilie Palisaitis, Benoit Boulet, Laurent Legault, Ahmad Haidar
An Unannounced Meal Detection Module for Artificial Pancreas Control Systems. ACC (2019)
Masoud Razban, Javad Dargahi, Benoit Boulet
. IROS (2018)
Di Wu, Boyu Wang, Doina Precup, Benoit Boulet
Boosting Based Multiple Kernel Learning and Transfer Regression for Electricity Load Forecasting. ECML/PKDD (3) (2017)
Mir Saman Rahimi Mousavi, Hossein Vahid Alizadeh, Benoit Boulet
Estimation of Synchromesh Frictional Torque and Output Torque in a Clutchless Automated Manual Transmission of a Parallel Hybrid Electric Vehicle. IEEE Trans. Veh. Technol. 66 (7) (2017)
Mir Saman Rahimi Mousavi, Benoit Boulet
Dynamical modeling and optimal state estimation using Kalman-Bucy filter for a seamless two-speed transmission for electric vehicles. MED (2015)
Mir Saman Rahimi Mousavi, Benoit Boulet
Modeling, simulation and control of a seamless two-speed automated transmission for electric vehicles. ACC (2014)
Ali Salehiomran, Rahi Modirnia, Benoit Boulet, Martin Rochette
Optical Parametric Oscillator Longitudinal Modes Suppression Based on Smith Predictor Control Scheme. IEEE Trans. Control. Syst. Technol. 22 (5) (2014)
Mir Saman Rahimi Mousavi, Ali Pakniyat, Benoit Boulet
Dynamic modeling and controller design for a seamless two-speed transmission for electric vehicles. CCA (2014)
Rana Tahmasebi, Hossein Vahid Alizadeh, Saman Rahimi, Benoit Boulet
Robust H∞ force control of a solenoid actuator using experimental data and finite element method. CCA (2014)
Hossein Vahid Alizadeh, Mohamed K. Helwa, Benoit Boulet
Constrained control of the synchromesh operating state in an electric vehicle's clutchless automated manual transmission. CCA (2014)
Hossein Vahid Alizadeh, Benoit Boulet
Robust control of synchromesh friction in an electric vehicle's clutchless automated manual transmission. CCA (2014)
Torsten Liesk, Meyer Nahon, Benoit Boulet
Design and Experimental Validation of a Nonlinear Low-Level Controller for an Unmanned Fin-Less Airship. IEEE Trans. Control. Syst. Technol. 21 (1) (2013)
Aboutaleb Haddadi, Rahi Modirnia, Benoit Boulet
Robust μ-synthesis control of a four-wire autonomous electronically-interfaced distributed generation unit for mitigation of harmonic voltage disturbance. ACC (2013)
Rahi Modirnia, Benoit Boulet
Application of the Watanabe-modified Smith predictor control technique in thermoforming. ACC (2012)
Torsten Liesk, Meyer Nahon, Benoit Boulet
Design and experimental validation of a controller suite for an autonomous, finless airship. ACC (2012)
Hamed Azarnoush, Sébastien Vergnole, Benoit Boulet, Michael G. Sowa, Guy Lamouche
Real-time Control of Angioplasty Balloon Inflation Based on Feedback from Intravascular Optical Coherence Tomography: Experimental Validation on an Excised Heart and a Beating Heart Model. IEEE Trans. Biomed. Eng. 59 (5) (2012)
Hamed Azarnoush, Sébastien Vergnole, Benoit Boulet, Robert DiRaddo, Guy Lamouche
Real-Time Control of Angioplasty Balloon Inflation Based on Feedback From Intravascular Optical Coherence Tomography: Preliminary Study on an Artery Phantom. IEEE Trans. Biomed. Eng. 59 (3) (2012)
Md. Muminul Islam Chy, Benoit Boulet
Iterative learning model predictive controller of plastic sheet temperature for a thermoforming process. ACC (2012)
Ahmad Haidar, Elizabeth Potocka, Benoit Boulet, A. Margot Umpleby, Roman Hovorka
Estimating postprandial glucose fluxes using hierarchical Bayes modelling. Comput. Methods Programs Biomed. 108 (1) (2012)
Md. Muminul Islam Chy, Benoit Boulet, Ahmad Haidar
A model predictive controller of plastic sheet temperature for a thermoforming process. ACC (2011)
Rahi Modirnia, Benoit Boulet
Model-based virtual sensors and core temperature observers in thermoforming applications. IAS (2011)
Md. Muminul Islam Chy, Benoit Boulet
Development of an improved mathematical model of the heating phase of thermoforming process. IAS (2011)
Md. Muminul Islam Chy, Benoit Boulet
Estimation and control of temperature profile over a sheet in thermoforming process using non-equidistant temperature sensor. IAS (2011)
Vahid R. Dehkordi, Benoit Boulet
Robust controller order reduction. Int. J. Control 84 (5) (2011)
Hamed Azarnoush, Sébastien Vergnole, Mark Hewko, Benoit Boulet, Michael G. Sowa, Guy Lamouche
Detection of inflating balloon in optical coherence tomography images of a porcine artery in a beating heart experiment. Medical Imaging: Image-Guided Procedures (2011)
Guy Gauthier, Benoit Boulet
Robust design of Terminal ILC with an Internal Model Control using μ-analysis and a genetic algorithm approach. ACC (2010)
Hamed Azarnoush, Benoit Boulet
Angioplasty balloon deployment control. ACC (2010)
Md. Muminul Islam Chy, Benoit Boulet
A Conjugate Gradient Method for the Solution of the Inverse Heating Problem in Thermoforming. IAS (2010)
Md. Muminul Islam Chy, Benoit Boulet
A New Method for Estimation and Control of Temperature Profile over a Sheet in Thermoforming Process. IAS (2010)
Hamed Azarnoush, Guy Lamouche, Charles-Etienne Bisaillon, Christian Degrandpre, Benoit Boulet
Evaluation of a Technique to Estimate the Compliance of Atherosclerotic Intima. ISMBS (2010)
Vahid R. Dehkordi, Benoit Boulet
Robust controller order reduction. ACC (2009)
Vahid R. Dehkordi, Benoit Boulet, Amir G. Aghdam
Robust SISO controller order reduction. ACC (2009)
Guy Gauthier, Benoit Boulet
Terminal Iterative Learning Control design with singular value decomposition decoupling for thermoforming ovens. ACC (2009)
Gabriel Meunier, Benoit Boulet, Meyer Nahon
Control of an Overactuated Cable-Driven Parallel Mechanism for a Radio Telescope Application. IEEE Trans. Control. Syst. Technol. 17 (5) (2009)
Vahid Raissi Dehkordi, Fabrice Labeau, Benoit Boulet
Piece-wise linear DFT interpolation for IIR systems: Performance and error bound computation. ACSCC (2008)
Vahid R. Dehkordi, Benoit Boulet
Frequency-domain robust performance condition for plant and controller uncertainty in SISO LTI systems. CACSD (2008)
Yan Chen, Benoit Boulet, Ping Chen, Mingbo Zhao
Data Fusion based on RBF Neural Network for Error Compensation in Resistance Strain Gauge Force Transducers. SNPD (3) (2007)
Vahid R. Dehkordi, Amir G. Aghdam, Benoit Boulet
A Model Reduction Technique for IIR Filters using Balanced Realization. ACC (2007)
Zahir Albadawi, Benoit Boulet, Robert DiRaddo, Patrick Girard, Alexandre Rail, Vincent Thomson
Agent-based control of manufacturing processes. Int. J. Manuf. Res. 1 (4) (2006)
Patrick Cadotte, Shie Mannor, Hannah Michalska, Benoit Boulet
-optimal controllers with flexible disturbance rejection level. IEEE Trans. Autom. Control. 51 (5) (2006)
Patrick Cadotte, Shie Mannor, Hannah Michalska, Benoit Boulet
Design of l1-Optimal Controllers with Flexible Disturbance Rejection Level. ACC (2006)
Guy Gauthier, Benoit Boulet
Convergence analysis of terminal ILC in the z domain. ACC (2005)
Patrick Cadotte, Hannah Michalska, Benoit Boulet
-stability of systems with repeated perturbations. ACC (2005)
Patrick Cadotte, Hannah Michalska, Benoit Boulet
-stability of systems with repeated perturbations. ACC (2005)
Ammar Haurani, Hannah Michalska, Benoit Boulet
Delay-dependent robust output feedback stabilization of uncertain state-delayed systems with saturating actuators. ACC (2004)
Benoit Boulet, Robert DiRaddo, Patrick Girard, Vincent Thomson
An agent based architecture for model based control. SMC (2) (2004)
Patrick Cadotte, Hannah Michalska, Benoit Boulet
-stability of systems with repeated perturbations. CDC (2004)
Ammar Haurani, Hannah Michalska, Benoit Boulet
Delay-dependent robust stabilization of uncertain neutral systems with saturating actuators. ACC (2003)
Benoit Boulet, Yingxuan Duan, Hannah Michalska
An LMI approach to IMC-based robust tunable control. ACC (2003)
Benoit Boulet, Gino Lalli, Mark Ajersch
Modeling and control of an electric arc furnace. ACC (2003)
Ammar Haurani, Hannah Michalska, Benoit Boulet
Delay-dependent finite-horizon time-varying bounded real lemma for uncertain linear neutral systems. ACC (2003)
Sunil L. Kukreja, Johan Löfberg, Benoit Boulet
A numerical study of time-domain model validation for robust control. ACC (2003)
B. Moore, Patrick Girard, Benoit Boulet, Robert DiRaddo
In-cycle dynamics of forming operations. ACC (2002)
Nabil Aouf, Benoit Boulet, Ruxandra M. Botez
A gain scheduling approach for a flexible aircraft. ACC (2002)
Nabil Aouf, Benoit Boulet, Ruxandra M. Botez
Model and controller reduction for flexible aircraft preserving robust performance. IEEE Trans. Control. Syst. Technol. 10 (2) (2002)
Benoit Boulet, Yingxuan Duan, Hannah Michalska
Some preliminary results for IMC-based robust tunable control. ACC (2002)
Nabil Aouf, Benoit Boulet, Ruxandra M. Botez
Model and controller reduction for flexible aircraft preserving robust performance. ACC (2001)
Ammar Haurani, Taha Othman, Hannah Michalska, Benoit Boulet
Multivariable control of a paper coloring process: a case study. ACC (2001)
Nabil Aouf, Benoit Boulet, Ruxandra M. Botez
-optimal gust load alleviation for a flexible aircraft. ACC (2000)
Benoit Boulet
A necessary condition for consistency of noisy experimental closed-loop frequency-response data with SISO coprime factor models. ACC (2000)
Benoit Boulet
Necessary conditions for consistency of noise-free, closed-loop frequency-response data with coprime factor models. ACC (2000)
Benoit Boulet, Bruce A. Francis
Consistency of open-loop experimental frequency-response data with coprime factor plant models. IEEE Trans. Autom. Control. 43 (12) (1998)
Benoit Boulet, Bruce A. Francis, Peter C. Hughes, Tony Hong
control of large flexible space structure. IEEE Trans. Control. Syst. Technol. 5 (5) (1997)
Benoit Boulet, Laeeque Daneshmend, Vincent Hayward, Chafye Nemri
System Identification and Modelling of A High Performance Hydraulic Actuator. ISER (1991)