Picture for Maxime Gasse

Maxime Gasse

Polytechnique Montréal, Mila - Quebec Artificial Intelligence Institute, ServiceNow Inc

WorkArena++: Towards Compositional Planning and Reasoning-based Common Knowledge Work Tasks

Add code
Jul 07, 2024
Viaarxiv icon

WorkArena: How Capable Are Web Agents at Solving Common Knowledge Work Tasks?

Add code
Mar 12, 2024
Viaarxiv icon

Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy

Add code
Feb 14, 2024
Viaarxiv icon

A Deep Learning Framework for Spatiotemporal Ultrasound Localization Microscopy

Add code
Oct 12, 2023
Viaarxiv icon

Lookback for Learning to Branch

Add code
Jun 30, 2022
Figure 1 for Lookback for Learning to Branch
Figure 2 for Lookback for Learning to Branch
Figure 3 for Lookback for Learning to Branch
Figure 4 for Lookback for Learning to Branch
Viaarxiv icon

Learning to branch with Tree MDPs

Add code
May 31, 2022
Figure 1 for Learning to branch with Tree MDPs
Figure 2 for Learning to branch with Tree MDPs
Figure 3 for Learning to branch with Tree MDPs
Figure 4 for Learning to branch with Tree MDPs
Viaarxiv icon

The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights

Add code
Mar 17, 2022
Figure 1 for The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
Figure 2 for The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
Figure 3 for The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights
Viaarxiv icon

Causal Reinforcement Learning using Observational and Interventional Data

Add code
Jun 28, 2021
Figure 1 for Causal Reinforcement Learning using Observational and Interventional Data
Figure 2 for Causal Reinforcement Learning using Observational and Interventional Data
Figure 3 for Causal Reinforcement Learning using Observational and Interventional Data
Figure 4 for Causal Reinforcement Learning using Observational and Interventional Data
Viaarxiv icon

Ecole: A Library for Learning Inside MILP Solvers

Add code
Apr 06, 2021
Figure 1 for Ecole: A Library for Learning Inside MILP Solvers
Figure 2 for Ecole: A Library for Learning Inside MILP Solvers
Figure 3 for Ecole: A Library for Learning Inside MILP Solvers
Figure 4 for Ecole: A Library for Learning Inside MILP Solvers
Viaarxiv icon

Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers

Add code
Nov 24, 2020
Figure 1 for Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers
Figure 2 for Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers
Viaarxiv icon