Artificial Intelligence
Building intelligent machines that complement human reasoning and extend what people can do.
Event
2022 Data-driven Optimization Workshop
Optimization is central to most engineering tasks and is crucial for decision making and planning. In the big data era, with massively and constantly produced data, optimization tasks are more and more relying on the…
Video
Introduction to ShowWhy, user interfaces for causal decision making
ShowWhy is a no-code user interface suite that empowers domain experts to become “decision scientists,” who can independently ask a causal question, develop causal estimates, and present and defend causal evidence to an audience of…
Video
Causal AI for Decision Making
Find out more about our project at: https://cm-edgetun.pages.dev/en-us/research/project/project_azua/
Group
Language for Learning and Interaction | Montréal
Building interactive language agents that make sense of the world’s information Building interactive language agents that make sense of the world’s information, to communicate with and empower people. This research theme explores how AI agents…
Group
Robust, adaptive, modular ML | Montreal
We aim at understanding the principles underpinning learning and generalization, to build reliable AI systems that can learn more efficiently from available data, intelligently gather additional relevant data, and quickly adapt to and reason about…
Tool
Orchestrated Value Mapping
This repository hosts the code release for the paper “Orchestrated Value Mapping for Reinforcement Learning”, published at ICLR 2022. This work was done by Mehdi Fatemi (Microsoft Research) and Arash Tavakoli (Max Planck Institute for…