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

L'aide à la décision pour répondre aux changements climatiques - Partie 1

Découvrez les approches multidisciplinaires pour la prise de décision face aux changements climatiques à travers des présentations d'experts sur les modèles d'évaluation, l'adaptation, la vulnérabilité et les impacts économiques.

• YouTube
• 2 hours 12 minutes
• Self-Paced
• Free Video

L'aide à la décision pour répondre aux changements climatiques - Partie 2

Découvrez les stratégies d'atténuation climatique à travers quatre présentations d'experts sur la capture de carbone, l'hydrogène, l'optimisation des réseaux énergétiques et le rôle de la biomasse, suivies d'une table ronde.

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

Hub-line Location Models with Elastic Demands and Their Application to the Design of Urban Mobility Hubs

Explore the design of hub-line networks with endogenous demands, examining mathematical models and algorithms for subway and bus rapid transit systems, with sensitivity analysis of solution topologies.

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

Towards Intelligent Data-Driven Verification of Stability and Safety for Unknown Nonlinear Systems

Explore a PDE-based approach to constructing Lyapunov functions for nonlinear systems, integrating physics-informed and data-driven techniques to verify stability and safety in unknown systems.

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

Comparative Dynamics in a Dynamic Oligopoly Model of Capital Accumulation

Delve into comparative dynamics analysis of capital accumulation in oligopoly markets, exploring Nash equilibria and parameter effects through differential game theory frameworks.

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

Decision Referrals in Human-Automation Teams

Explore the optimization of human-automation collaboration through decision referral systems, focusing on workload management and trust dynamics in binary classification tasks.

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

Subsidizing a New Technology - An Impulse Stackelberg Game Approach

Explore the dynamic Stackelberg game theory applied to government subsidies for zero-emission vehicles, analyzing optimal strategies between government interventions and firm pricing decisions.

• YouTube
• 49 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

Operations Research: From Academia to Practice - Bridging Theory and Real-World Applications

Discover how Operations Research bridges theory and practice through human-in-loop analytics, decision support tools, and real-world applications for solving complex business problems and improving decision-making processes.

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

Planning and Learning in Risk-Aware Restless Multi-Arm Bandit

Explore risk-aware restless multi-arm bandits, indexability conditions, and Thompson sampling for bounded regret in resource distribution across Markov decision processes.

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

Strongly Stabilizing Controller Design for Systems with Time Delay

Explore strong stabilization techniques for LTI and time-delay systems, including a new controller family for unstable time-delay systems. Gain insights into robust stability and optimization challenges.

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