GERAD Research Center Courses

Non-Smooth and Discontinuous Markov Perfect Nash Equilibrium in Differential Games

1 rating

Explore advanced game theory techniques for analyzing non-smooth equilibria in differential games using Rankine-Hugoniot conditions and entropy methods.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Learning to Control in Power Systems: Design and Analysis Guidelines for Concrete Safety Problems

1 rating

Explore AI safety considerations in power systems control, focusing on integrating renewable energy and addressing uncertainty through case studies and design guidelines.

• YouTube
• 43 minutes
• Self-Paced
• Free Video

Des Sciences du Climat Jusqu'à la Gestion des Risques Financiers - Une Modélisation Physique et Statistique des Ouragans

1 rating

Découvrez une analyse approfondie des ouragans, leur modélisation climatique et leurs impacts sur les communautés côtières et l'industrie de l'assurance dans le contexte du changement climatique.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Mathematical Modeling for Short-Term Hydropower Optimization - New Formulations and Predictive Approach

Explore advanced mathematical models for optimizing hydropower operations, covering both regulated and deregulated markets while addressing complex scheduling challenges and predictive approaches.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Nonlinear Strategies in Symmetrical Two-person Scalar Linear-Quadratic Games

Delve into advanced game theory concepts, focusing on nonlinear strategies in symmetrical two-person scalar LQ games and their applications in differential game theory and equilibrium analysis.

• YouTube
• 56 minutes
• Self-Paced
• Free Video

Differential Games of Public Investment

Explore a mathematical framework for analyzing dynamic public investment through differential games, focusing on Markovian strategies and their applications to climate change mitigation models.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

The Heterogeneous-Fleet Electric Vehicle Routing Problem with Nonlinear Charging Functions

Explore advanced routing optimization for electric vehicle fleets, incorporating multiple charging modes, time-dependent waiting functions, and nonlinear charging patterns through mixed-integer linear programming.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Mitigation, Adaptation and Cooperation in Response to Climate Disaster

Explore the complex dynamics between climate change mitigation and adaptation strategies through game theory analysis, examining cooperative and non-cooperative approaches to environmental regime shifts.

• YouTube
• 49 minutes
• Self-Paced
• Free Video

Modeling of a Hydrogen Economy in E3 and Integrated Assessment Models

Explore the role of hydrogen in decarbonization through E3 and integrated assessment models, examining both regional (Montreal) and global perspectives using ETEM-YUL and AD-MERGE frameworks.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Semiconductor Industry with Recycling and Subsidy

Discover how recycling subsidies impact semiconductor production, supply chain dynamics, and environmental sustainability through analysis of silicon manufacturing and end-user incentives.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Stable Partitions in Networks with the Costs Dependent on Neighborhood Composition

Explore network partition formation where link costs depend on neighborhood composition, analyzing stability on star, complete, and bipartite networks with real-world applications.

• YouTube
• 52 minutes
• Self-Paced
• Free Video

Will Generative AI Empower or Replace Us? Task Creation, Automation, and the Wage-Productivity Gap

Explore how generative AI impacts workers through dynamic modeling of task creation vs automation, revealing wage-productivity gaps and optimal innovation sequencing strategies.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

A Transport Theoretic Perspective for Nonlinear Control

Explore transport theory's revolutionary approach to nonlinear control, bridging classical control problems with modern machine learning through measure-theoretic formulations and computational methods.

• YouTube
• 48 minutes
• Self-Paced
• Free Video

Python Course 2 - Object-Oriented Programming in Python

Master object-oriented programming fundamentals in Python including classes, inheritance, polymorphism, and encapsulation with optimization problem examples.

• YouTube
• 3 hours 26 minutes
• Self-Paced
• Free Video

Cooperation, Competition, and Common Pool Resources in Mean Field Games

Explore how mean field games model cooperation and competition in managing shared resources, preventing the tragedy of the commons through mixed equilibrium strategies.

• YouTube
• 54 minutes
• Self-Paced
• Free Video