Agent-Based Modeling Courses and Certifications

Engineering Crypto-Economies Through the Lens of Complex Systems

Explore cryptoeconomics through complex systems, covering agent-based modeling, game theory, and optimization. Includes live demo of DAO simulation based on Ising model in statistical mechanics.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Modeling Energy & Environmental Behavior from Individual to Aggregate Levels

Explore decision-making processes in energy and climate change, from individual psychology to global models, emphasizing non-rational choices and social dynamics that can lead to rapid behavioral shifts.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Modeling the Distributional Epidemic-Economic Effects of the Covid-19 Pandemic

Explore a data-driven Agent-Based Model simulating Covid-19's impact on industries, occupations, and income levels, revealing insights for effective and equitable interventions.

• YouTube
• 34 minutes
• On-Demand
• Free Video

Maria del-Rio Chanona on Modeling Labor Markets & Tech Unemployment

Exploring labor market dynamics and technological unemployment through network analysis and agent-based modeling. Insights on job security, skill transferability, and adapting to automation in the evolving workforce.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Complex System Research in Psychology

Explore cutting-edge approaches to understanding human behavior and cognition through the lens of complex systems theory and interdisciplinary research methods.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Hierarchy and Conflict in Human and Other Societies

Explore how social hierarchies reduce conflict through an agent-based model, examining emergent properties and potential applications in various societal contexts.

• YouTube
• 1 hour
• On-Demand
• Free Video

Reconstructing Ancient Superhighways - Modeling Prehistoric Human Migration

Explore how advanced technologies and agent-based modeling revolutionize archaeological research, revealing ancient migration routes and deepening our understanding of human-landscape interactions and prehistoric voyages.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Frontiers of Computational Social Science - Agent-Based Modeling and Artificial Societies

Explore agent-based modeling in computational social science, from playground simulations to global epidemic models, with insights on future developments in neuro-cognitive agents and their applications.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Video

Complex Adaptive Systems and the Depopulation of Mesa Verde

Explore how complex adaptive systems reveal factors behind Mesa Verde's depopulation, including resource overuse, high population density, and environmental vulnerabilities in the face of prolonged droughts.

• YouTube
• 48 minutes
• On-Demand
• Free Video

The Complexity of Economics - Exploring Markets as Complex Adaptive Systems

Explore the intersection of complexity science and economics with experts discussing agent-based modeling, behavioral economics, and machine learning to gain insights into real-world economic systems.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Free Video

Effective Theories for Computational Systems - Lecture 2

Explore effective theories for computational systems, covering aggregation, finite state machines, regular languages, and emergence in complex systems modeling.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

A Cooperative Species - Altruism, Parochialism, and War

Explore how war and hostility may have shaped human morality through computer simulations of alternative historical trajectories, challenging our understanding of altruism and cooperation.

• YouTube
• 1 hour 40 minutes
• On-Demand
• Free Video

Nonlinear Dynamics of Beliefs over Social Networks

Explore how social networks, internal biases, and belief systems shape group dynamics and decision-making in complex social environments.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Hands-On Generative AI with Multi-Agent LangChain: Building Real-World Applications

53 ratings at LinkedIn Learning

Get a comprehensive overview of how to build and run dynamic, interactive multiagent simulations using LangChain, the popular AI-powered framework.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available

University of Groningen;  University of Warsaw;  HIIG

Understanding Human Behaviour: Introduction to Game Theory and Shared Resources

Explore the issues humans face when sharing and cooperating, and use game theory, models, and simulations to identify solutions.

• FutureLearn
• 4 weeks, 3 hours a week
• On-Demand
• Free Online Course (Audit)