Martin Cousineau
Martin Cousineau
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Recent & Upcoming Talks
2022
Qu'est-ce que l'IA en santé? (OBVIA)
Une vulgarisation de l’IA en santé.
Jun 14, 2022 12:00 PM — Jun 15, 2022 1:00 PM
Online
M Cousineau
,
J-N Nikiema
,
JT Martineau
,
C Régis
Slides
The effect of visibility on forecast and inventory management performance during the COVID-19 pandemic: Final results (CORS)
A technical talk on a the impact of visibility on inventory management performance.
Jun 6, 2022 11:15 AM — 12:45 PM
Online
K Dehkhoda
,
V Bélanger
,
M Cousineau
Solving multi-echelon inventory problems with heuristic-guided deep reinforcement learning and centralized control (CORS)
A technical talk on reinforcement learning for inventory control.
Jun 5, 2022 11:00 AM — 12:30 PM
Online
Q Zhong
,
Y Adulyasak
,
M Cousineau
,
R Jans
Solving multi-echelon inventory problems with heuristic-guided deep reinforcement learning and centralized control (JOPT)
A technical talk on reinforcement learning for inventory control.
May 16, 2022 4:20 PM — May 16, 2025 4:45 PM
HEC Montréal
Q Zhong
,
Y Adulyasak
,
M Cousineau
,
R Jans
Integration of machine learning and operations research to solve more realistic problems (CIRRELT)
An overview talk of past and current research.
May 2, 2022 10:30 AM — 11:30 AM
CIRRELT
M Cousineau
Video
2021
Solving multi-echelon inventory management problems with deep reinforcement learning (IWLS)
A technical talk on reinforcement learning for inventory control.
Aug 31, 2021 8:00 AM — 9:30 AM
Online
Q Zhong
,
Y Adulyasak
,
M Cousineau
,
R Jans
PDF
A prototype for the recommendation of treatment-resistant depression treatments (INFORMS)
A technical talk on a prototype for recommending treatments to patients suffering from treatment-resistant depression.
Jul 23, 2021 11:00 AM — 12:30 PM
Online
M Cousineau
,
L Charlin
,
V Verter
Video
The effect of visibility on forecast and inventory management performance during the COVID-19 pandemic (INFORMS)
A technical talk on a the impact of visibility on inventory management performance.
Jul 21, 2021 3:40 PM — 5:10 PM
Online
K Dehkhoda
,
V Bélanger
,
M Cousineau
Video
The effect of visibility on forecast and inventory management performance during the COVID-19 pandemic (CORS)
A technical talk on a the impact of visibility on inventory management performance.
Jun 10, 2021 1:30 PM — 3:00 PM
Online
K Dehkhoda
,
V Bélanger
,
M Cousineau
Solving multi-echelon inventory problems with deep reinforcement learning (CORS)
A technical talk on reinforcement learning for inventory control.
Jun 10, 2021 1:30 PM — 3:00 PM
Online
Q Zhong
,
Y Adulyasak
,
M Cousineau
,
R Jans
A prototype for the recommendation of treatment-resistant depression treatments (CORS)
A technical talk on a prototype for recommending treatments to patients suffering from treatment-resistant depression.
Jun 10, 2021 1:30 PM — 3:00 PM
Online
M Cousineau
,
L Charlin
,
V Verter
Video
Atari-fying the vehicle routing problem with stochastic service requests (CORS)
A technical talk on the new paradigm of atari-fying operations research problems.
Jun 7, 2021 1:30 PM — 3:00 PM
Online
N Kullman
,
M Cousineau
,
J Goodson
,
J Mendoza
Video
Working Paper
A branch-and-bound algorithm with machine learning for the open-shop scheduling problem (CORS)
A technical talk on a the use of machine learning to derive a new branching strategy for the open shop scheduling problem.
Jun 7, 2021 1:30 PM — 3:00 PM
Online
SE Bouterfif
,
V Barichard
,
M Cousineau
,
C Guéret
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