Reinforcement Learning for Predictive Sports Analytics

Our project develops novel machine learning algorithms for interpreting complex, multi-agent scenarios in sports analytics. The collaboration with our industrial partner SPORTLOGiQ will tackle open problems in deep reinforcement learning to build novel capabilities in sports analytics for ice hockey. Deep reinforcement learning is a breakthrough technology with prominent successes in games such as Go […]

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Sustainable Engineering Design Audit

The Sustainable Engineering Design Audit (SEDA) score is to be designed to evaluate environmental impact on the balance sheet alongside the bottom line. The ability to evaluate environmental use alongside financial decisions will increase green practices and pro-environmental behaviour. The score will use appropriate Life Cycle Analysis (LCA) boundaries through a cradle-to-grave analysis and examine […]

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Composing without forgetting

In this project, we propose a continual learning approach to face the problem of catastrophic forgetting in online image classification problems. Concretely, we propose a model that learns how to mask a series of general modules in a deep learning architecture, so that generalization emerges through the composition of those modules. This is of vital […]

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Exploring applications of Machine Learning and Quantum Computing in optimization, finance, and the healthcare industry

MITACS interns at 1QBit will aid in the research and development of experimental usage of quantum and classical hardware devices for industry use including, healthcare, finance, advanced materials, and optimization. Interns will have the opportunity to work alongside academics and research teams. MITACS interns will gain the practical experience of applying their knowledge for industry […]

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Visual Inspection UAV in Harsh Environments and Confined Spaces

Preforming regular visual inspections is essential in up keeping structures. These inspections are used to identify defects at an early stage before they pose a major threat. Unfortunately, these inspections require scaffolding or hiring a boom to access certain areas. Other areas are tight and put the worker at risk. The use of visual inspection […]

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Comprehensive Study of Tri-generation System based on ClimatwWellTechnology for Canadian Residential Homes

A feasibility study will be conducted for a proposed tri-generation (generation of heat, electricity and cooling) using a Stirling engine and a ClimateWell heat activated chiller. The Stirling engine will provide simultaneous heat and electricity from burning natural gas. The heat from the engine will be transferred to either space heating, domestic hot water heating, […]

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An Integrated Multi-Case Study Approach to Identify Employee Training Best Practices to Drive SME Business Development

E training and development has been repeatedly identified in studies to be a major contributor to corporate financial performance. Large enterprises maintain dedicated training departments, while a vast array of consultants and corporate education companies exist to help small and medium sized enterprises. At the same time, choosing the right corporate training is difficult, and […]

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Impact des filaments de cellulose sur la performance environnementale des papiers de spécialité

Dans le contexte actuel où l’impact environnemental des matériaux est une préoccupation majeure, il importe d’innover pour offrir des alternatives plus écologiques à nos biens de consommation. Grâce à l’utilisation d’un nouveau biomatériau composé de filaments de cellulose qui permet d’améliorer les propriétés mécaniques de divers matériaux composites, il a été possible de concevoir un […]

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Enquête sur “L’agroalimentaire s’invite à l’école!”

Le projet : « L’agroalimentaire s’invite à l’école » est un projet qui vise à évaluer les effets d’un programme misant sur l’agroalimentaire à l’école sur le développement des élèves de niveau primaire en tant que futur citoyen. Différentes stratégies pédagogiques seront utilisées afin de sensibiliser les jeunes du primaire et leurs familles ainsi que […]

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