GERAD Research Center Courses

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

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

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

On Difference Games in Infinite-Horizon

Explore infinite-horizon difference games, Nash equilibrium concepts, and Pontryagin maximum principles. Examine bounded processes and asymptotical constraints using optimization tools in Banach spaces.

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

Signaling Effort: Information Structures in a Principal-Agent Model

Explore principal-agent relationships, focusing on contractible information messages and agent-designed effort signals. Analyze equilibrium conditions and optimal signal characteristics in dynamic game theory.

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

Impact of Cross-Ownership in Common Property Renewable Resource Oligopoly

Explore cross-ownership effects in renewable resource industries, analyzing profit and welfare implications for antitrust policies and long-term resource management strategies.

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

A Branch-and-Price Algorithm for Tactical Maintenance Planning for Rotor Blades on Onshore Wind Turbines

Explore a branch-and-price algorithm for tactical maintenance planning of onshore wind turbine rotor blades, optimizing team selection and task assignment to minimize costs.

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

Beyond One-Size-Fits-All: Personalized Delivery and Fulfillment Optimization

Explore personalized e-commerce fulfillment optimization, balancing customer preferences with efficient operations. Learn strategies for demand management and improved logistics in online retail.

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

Coins, Cards, or Apps: Impact of Payment Methods on Street Parking Occupancy and Search Times

Explore how payment methods and pricing affect street parking behavior, occupancy, and search times. Gain insights into improving urban parking management through data analysis and simulation.

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

Data-Driven Decision Making with Entropic Risk Measure

Explore data-driven decision-making using entropic risk measure. Learn bias correction techniques and apply them to project selection, portfolio optimization, and insurance pricing.

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

Status Concern and Environmental Awareness in Common Access Resource Games - Heterogeneous Agents

Explore status concern and environmental awareness in common access resource games with heterogeneous agents, examining effects on extraction and resource management.

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

Nonlinear Stochastic Hybrid Optimal Control with Fixed Terminal States

Explore novel approaches for stochastic systems with fixed terminal states. Learn about Terminally Constrained Stochastic Minimum Principle and Hamilton-Jacobi equations for optimal control.

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

A Strategic Information Transmission View of Misinformation Epidemics

Explorez les modèles économiques d'information adaptés pour étudier la propagation de la désinformation en ligne, en tenant compte des comportements humains et des interactions stratégiques.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

Equivalence Between Contraction and Koopman Approaches and Its Application in Nonlinear System Identification

Explore connections between Koopman operator and contraction analysis frameworks for nonlinear systems. Learn a new data-driven method for stable model learning using Koopman embeddings.

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

Stochastic Control with Partial Information: Regularity, Optimality, Approximations, and Learning

Explore regularity, optimality, approximation, and learning in partially observed stochastic control models. Gain insights into filter stability, finite-window policies, and reinforcement learning algorithms.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video