GERAD Research Center Courses

On the Non-Uniqueness of Linear Markov Perfect Equilibria in Linear-Quadratic Differential Games - A Geometric Approach

Explore multiple linear Markov perfect equilibria in differential games, analyzing phase planes and deriving conditions for multiplicity. Apply findings to economic models and learning-by-doing scenarios.

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

Working on a More Sustainable Energy Transition - Pathways to Net-Zero Emissions

Explorez les voies vers des émissions nettes nulles, en examinant l'intégration des systèmes énergétiques, la bioénergie et les technologies d'élimination du CO2 pour une transition énergétique durable.

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

Hindsight Learning for MDPs with Exogenous Inputs

Explore data-efficient algorithms for resource management problems using Hindsight Learning in Exo-MDPs, outperforming traditional methods in various applications including cloud resource allocation.

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

Impacts of Different Contracts and Policy Constraints in a Distributional Robust Approach

Explorez les solutions algorithmiques pour les problèmes d'équilibre à deux niveaux dans les chaînes d'approvisionnement décentralisées, en tenant compte de la demande dynamique et des contraintes environnementales.

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

Dynamic Scheduling of E-Sports Tournaments

Explore dynamic scheduling for e-sports tournaments using Swiss system design, Colley's method, and integer programming to maximize fairness and viewer utility.

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

AutoGraphiX and Graph Distances - Applications and Challenges

Explorez les différentes distances dans les graphes et leur application dans AutoGraphiX. Découvrez les défis d'optimisation et d'analyse de données liés à l'implémentation des distances dans AGX.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Insurance Choices and Emission Taxation in a Clean-Dirty Firm Duopoly

Explorez l'impact de la taxation des émissions et des choix d'assurance sur la transition écologique dans un duopole avec une entreprise propre et une polluante.

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

Efficiency-Equity Trade-off in Irish Carbon Tax: CGE Investigation of Mixed Revenue Recycling

Explorez l'équilibre efficacité-équité dans la taxe carbone irlandaise via une analyse d'équilibre général des schémas mixtes de recyclage des revenus.

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

AutoGraphiX and Graph Distances - Applications and Challenges

Explorez les différentes distances dans les graphes et leur application dans AutoGraphiX. Découvrez les défis d'optimisation et d'analyse de données liés à l'implémentation des distances dans AGX.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Enhancing Academic Research with a Superior PKM System - Obsidian and Zotero Integration Workshop

Revolutionize your academic research workflow with an integrated PKM system. Learn to efficiently manage notes and literature using Obsidian, Zotero, and ResearchRabbit for enhanced productivity.

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

Multiplex Networks: Stability and Opinion Dynamics - Dynamic Games and Applications Seminar

Explore multiplex networks' stability and opinion dynamics. Analyze player interactions across layers, cost reduction strategies, and opinion distribution in two-layer networks using a general concealed voter model.

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

Optimizing Dynamic Solar Panel Operation in an Agrivoltaic System and Implications for Power Systems

Explore dynamic solar panel optimization in agrivoltaic systems, balancing power generation with crop needs. Learn about dual-axis panel formulation and its impact on power grids.

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

Data-Driven Computational Design of Engineered Material Systems

Explore data-driven methods for designing advanced material systems, integrating machine learning, optimization, and digital twins to accelerate innovation in heterogeneous nano- and microstructural materials.

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

Connections between POMDPs and Partially Observed N-Player Mean-Field Games

Explore connections between POMDPs and partially observed n-player mean-field games. Gain insights into discrete-time models, mean-field observability, and equilibrium existence in symmetric settings.

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

Data-Driven Method for Constraint Customization in Optimization Models

Explore data-driven constraint customization in optimization models using machine learning to extract and incorporate implicit operational rules, enhancing decision-making in various industries.

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