Antoine Lesage-Landry

Member, GERAD

Assistant Professor, Department of Electrical Engineering, Polytechnique Montréal

antoine.lesage-landry@polymtl.ca

Phone: 514 340-4711 x2442

Research Axes

Axis 3: Decision support made under uncertainty
Axis 4: Real-time decision support

Research Applications

Energy, environment and natural resources

Publications

Mar 2022

G-2022-09
Optimally scheduling public safety power shutoffs

Antoine Lesage-Landry, Félix Pellerin, Joshua A. Taylor, and Duncan Callaway

We formulate a batch reinforcement learning-based demand response approach to prevent distribution network constraint violations in unknown grids. We use the...

BibTeX reference

Mar 2022

G-2021-55
Batch reinforcement learning for network-safe demand response in unknown electric grids

Antoine Lesage-Landry and Duncan Callaway

We formulate a batch reinforcement learning-based demand response approach to prevent distribution network constraint violations in unknown grids. We use the...

BibTeX reference

Feb 2022

Batch Reinforcement Learning for Network-Safe Demand Response in Unknown Electric Grids

Antoine Lesage-Landry and Duncan Callaway

To appear in: 22nd Power Systems Computation Conference (PSCC 2022), Porto, Portugal, 2022 BibTeX reference

8 publications