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#Agent-Based Modeling

#Agent-Based Models
Showing: 64 courses
Harvard University

Economic Crises and Recovery Strategies - The Malcolm Wiener Lecture by Jean-Claude Trichet

1 rewiews
Jean-Claude Trichet analyzes economic recessions, focusing on Europe, and discusses unconventional strategies to address crises. He emphasizes the complexity of global economic patterns and the potential for stronger economies post-crisis.
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15 Lesons
1 hour 19 minutes
On-Demand
Free-Video
Yale University

Modeling Mortgage Prepayments and Valuing Mortgages

0 rewiews
Explore mortgage prepayment modeling and valuation, including refinancing complexities, forecasting methods, and risk management strategies for investors and banks.
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5 Lesons
1 hour 12 minutes
On-Demand
Free-Video
Santa Fe Institute

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

0 rewiews
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.
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18 Lesons
50 minutes
On-Demand
Free-Video
Santa Fe Institute

Cascading Transitions in the Behavioral and Social Sciences

0 rewiews
Explore cascading transitions in psycho-social systems, focusing on opinion change, learning, and addiction. Discover how these multilevel processes work and their potential impacts on society.
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29 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Santa Fe Institute

Reasons Why Social Networks Make Us Vulnerable to Misinformation

0 rewiews
Explore how cognitive, social, and algorithmic biases in social networks make us susceptible to misinformation, and learn about efforts to counter online opinion manipulation.
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33 Lesons
58 minutes
On-Demand
Free-Video
Santa Fe Institute

Engineering Crypto-Economies Through the Lens of Complex Systems

0 rewiews
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.
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22 Lesons
56 minutes
On-Demand
Free-Video
Santa Fe Institute

Modeling Energy & Environmental Behavior from Individual to Aggregate Levels

0 rewiews
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.
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19 Lesons
59 minutes
On-Demand
Free-Video
Santa Fe Institute

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

0 rewiews
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.
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11 Lesons
34 minutes
On-Demand
Free-Video
Santa Fe Institute

Hierarchy and Conflict in Human and Other Societies

0 rewiews
Explore how social hierarchies reduce conflict through an agent-based model, examining emergent properties and potential applications in various societal contexts.
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1 Lesons
1 hour
On-Demand
Free-Video
Santa Fe Institute

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

0 rewiews
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.
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1 Lesons
1 hour 16 minutes
On-Demand
Free-Video
Santa Fe Institute

A Cooperative Species - Altruism, Parochialism, and War

0 rewiews
Explore how war and hostility may have shaped human morality through computer simulations of alternative historical trajectories, challenging our understanding of altruism and cooperation.
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33 Lesons
1 hour 40 minutes
On-Demand
Free-Video
Santa Fe Institute

Complex Adaptive Systems and the Depopulation of Mesa Verde

0 rewiews
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.
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24 Lesons
48 minutes
On-Demand
Free-Video
Santa Fe Institute

The Complexity of Economics - Exploring Markets as Complex Adaptive Systems

0 rewiews
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.
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1 Lesons
1 hour 36 minutes
On-Demand
Free-Video
Santa Fe Institute

Effective Theories for Computational Systems - Lecture 2

0 rewiews
Explore effective theories for computational systems, covering aggregation, finite state machines, regular languages, and emergence in complex systems modeling.
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13 Lesons
1 hour 20 minutes
On-Demand
Free-Video
Santa Fe Institute

Reconstructing Ancient Superhighways - Modeling Prehistoric Human Migration

0 rewiews
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.
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1 Lesons
1 hour 6 minutes
On-Demand
Free-Video
Santa Fe Institute

Complex System Research in Psychology

0 rewiews
Explore cutting-edge approaches to understanding human behavior and cognition through the lens of complex systems theory and interdisciplinary research methods.
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1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
Santa Fe Institute

Nonlinear Dynamics of Beliefs over Social Networks

0 rewiews
Explore how social networks, internal biases, and belief systems shape group dynamics and decision-making in complex social environments.
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1 Lesons
59 minutes
On-Demand
Free-Video
University of Oxford

How Can We Understand Our Complex Economy?

0 rewiews
Explore complex systems approach to economics, blending insights from physical and natural sciences to predict and mitigate economic crises, offering a new perspective on global financial challenges.
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20 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Aging and Memory Effects in Social and Economic Dynamics

0 rewiews
Explore aging and memory effects in social and economic dynamics, uncovering complex interdisciplinary insights into human behavior and societal patterns.
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1 Lesons
54 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Opinion Dynamics in Social Networks under Bias - A Study Based on the DeGroot Model

0 rewiews
Explore opinion dynamics in social networks, analyzing bias effects using the DeGroot model. Gain insights into complex systems and network influence on collective beliefs.
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1 Lesons
37 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Innovation Diffusion Models

0 rewiews
Explore innovation diffusion models and their applications in understanding how new ideas and technologies spread through society.
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1 Lesons
29 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Stochastic Thermodynamics of Imitation Models

0 rewiews
Explore stochastic thermodynamics in imitation models, examining complex systems and interdisciplinary physics concepts at the forefront of research.
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1 Lesons
30 minutes
On-Demand
Free-Video
The National Centre for Research Methods

Agent Based Modeling

0 rewiews
Explore agent-based modeling for social research, covering model creation, analysis, and documentation, with insights on time dynamics and data quality assessment.
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10 Lesons
2 hours 30 minutes
On-Demand
Free-Video
The Julia Programming Language

Agents.jl and the Next Chapter in Agent-Based Modelling

0 rewiews
Explore Agents.jl for complex system modeling: learn its philosophy, simplicity, performance, interactivity, and integration with Julia ecosystem. Discover the future of agent-based modeling.
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8 Lesons
26 minutes
On-Demand
Free-Video
Institut Henri Poincaré

A Multiscale Model of the CD8 T-Cells Immune Response

0 rewiews
Explore mathematical models of CD8 T-cell immune response, examining molecular heterogeneity and population dynamics during pathogen infection.
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1 Lesons
30 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Introduction to NetLogo by Bill Rand

0 rewiews
Learn agent-based modeling with NetLogo to simulate complex systems, explore emergence, and understand when to use ABM for research in social sciences and economics.
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35 Lesons
1 hour 16 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Where Does the Statistics of Complex Systems Come From?

0 rewiews
Explore the origins of complex systems statistics through sample space reducing processes, Zipf's law, and network diffusion. Gain insights into driven non-equilibrium systems and their statistical properties.
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28 Lesons
1 hour 4 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

A Unifying Framework for Analyzing Complex Systems

0 rewiews
Explore complex systems analysis through genetic algorithms, agent-based models, network analysis, and time series analysis. Learn quantitative methods for social sciences and economics research.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
Alan Turing Institute

Spatial Causal Inference and Neighborhood Effects

0 rewiews
Explore spatial causal inference, interference problems from social interactions, and neighborhood effects in multilevel analyses. Examine agent-based models to question area-level effects and their causal interpretations.
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1 Lesons
58 minutes
On-Demand
Free-Video
Alan Turing Institute

The Role of Computational Social Science in Policymaking - Session 6

0 rewiews
Expert panel explores computational social science's role in policymaking, discussing micro data, agent-based models, empirical validation, and applications in fisheries, energy, and digital twins to enhance decision-making processes.
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12 Lesons
56 minutes
On-Demand
Free-Video
CAE in Cybersecurity Community

Agent-Based Modeling of Entity Behavior in Cyberspace

0 rewiews
Explore entity behavior modeling in cyberspace using agent-based techniques. Learn advanced cybersecurity concepts and applications from an expert in the field.
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1 Lesons
22 minutes
On-Demand
Free-Video
Cambridge University Press

Uniform Propagation of Chaos for a Dollar Exchange Model

0 rewiews
Explore a mathematical model for money exchange, focusing on agent-based dynamics and the convergence to a Poisson distribution as time and agent numbers increase.
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1 Lesons
11 minutes
On-Demand
Free-Video
Alan Turing Institute

Simulation - The Challenge for Data Science

0 rewiews
Exploring the fusion of simulation models and machine learning for policy analysis, addressing challenges in parameter estimation and initialization for complex systems forecasting.
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19 Lesons
1 hour 1 minute
On-Demand
Free-Video
Applied Algebraic Topology Network

Data-Driven Modeling & TDA of Self-Organized Multicellular Architectures

0 rewiews
Explore data-driven modeling and topological data analysis for classifying multicellular structures in cancer and embryonic development, focusing on cell motility and adhesion patterns.
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29 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Henry Adams - Topology in Machine Learning

0 rewiews
Explore persistent homology in machine learning, covering applications in materials science, computer vision, and agent-based modeling. Learn how topology relates to dataset geometry and explainable AI.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Topological Data Analysis of Collective Motion

0 rewiews
Explore topological data analysis for collective motion in nature, examining bird flocks, fish schools, and insect swarms through innovative mathematical models and simulations.
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1 Lesons
56 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Master Thesis - Asymmetric Language Shift in Bilingual Communities

0 rewiews
Explore asymmetric language shift dynamics in bilingual communities through advanced modeling and analysis techniques.
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1 Lesons
20 minutes
On-Demand
Free-Video
Fields Institute

Progress and Next Steps in Agent-Based Modeling of the Hallmarks of Cancer

0 rewiews
Explore advancements in agent-based modeling for cancer research, examining current progress and future directions in simulating cancer hallmarks and their interactions.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
Models of Consciousness Conferences

Chasing Memories

0 rewiews
Exploring synaptic dynamics in memory formation, focusing on competitive mechanisms that lead to long-term memory emergence in neural networks and their implications for understanding human memory.
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14 Lesons
22 minutes
On-Demand
Free-Video
International Centre for Theoretical Sciences

Turing's Reaction-Diffusion System and Agent-Based Models in Biology - Lecture 2

0 rewiews
Explore Turing's reaction-diffusion system and its applications in biology, from animal patterns to agent-based models. Gain insights into theoretical frameworks for understanding complex biological phenomena.
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45 Lesons
1 hour 43 minutes
On-Demand
Free-Video
Arvin Ash

How Science Predicts Emergence in Human and Animal Behavior

0 rewiews
Explore how physics principles predict group behavior in humans and animals, from crowd movements to bird flocks, revealing emergent patterns and universal laws of collective dynamics.
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8 Lesons
14 minutes
On-Demand
Free-Video
Institute for Mathematical Sciences

Emergence of Multiflocks in Collective Dynamics - Tutorial I

0 rewiews
Explore the emergence of multiflocks in collective dynamics with Professor Eitan Tadmor, delving into mathematical insights on group behavior and movement patterns.
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1 Lesons
1 hour
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Interacting Particle Systems with Mobility and Demographic Dynamics as Biological Models

0 rewiews
Explore complex biological models using interacting particle systems, incorporating mobility and demographic dynamics for advanced scientific understanding.
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1 Lesons
38 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Bounded Confidence: A Deceptively Simple Model

0 rewiews
Explore the intriguing Bounded Confidence model, its dynamics, and applications in complex systems through examples, interpretations, and insightful discussions.
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15 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC)

Stochastic Dynamics on Networks: Insights into Opinion Polarization

0 rewiews
Explore stochastic dynamics on networks and gain insights into opinion polarization through advanced mathematical modeling and analysis techniques.
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1 Lesons
42 minutes
On-Demand
Free-Video
James Briggs

LangChain Agents Deep Dive with GPT 3.5 - LangChain

0 rewiews
Explore LangChain agents to enhance LLMs with tools for logic, calculation, and search. Learn implementation, customization, and various agent types to superpower your AI applications.
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15 Lesons
32 minutes
On-Demand
Free-Video

The LangChain Cookbook - Beginner Guide to 7 Essential Concepts

0 rewiews
Explore 7 essential LangChain concepts: Schema, Models, Prompts, Indexes, Memory, Chains, and Agents. Learn how to leverage these components for building powerful language AI applications.
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11 Lesons
38 minutes
On-Demand
Free-Video
Alan Turing Institute

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

0 rewiews
Explore advanced scientific machine learning, extending differentiable simulation to complex models like jump diffusions and agent-based systems, addressing challenges in implementation and numerical stability.
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1 Lesons
1 hour 7 minutes
On-Demand
Free-Video
Complexity Explorer

Data Collector Model in Agent-Based Modeling with Mesa - Session 18

0 rewiews
Learn to implement a Data Collector Model in Mesa, enhancing your agent-based modeling skills with Python and improving data analysis capabilities.
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1 Lesons
22 minutes
On-Demand
Free-Video
Complexity Explorer

Initialize Traders in Agent-Based Models with Python - Session 7

0 rewiews
Learn to initialize traders in agent-based models using Mesa, a Python library for complex systems simulation and analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
ICTP-SAIFR

Multi-agent Models in Complex Networks - Class 4

0 rewiews
Explore multi-agent models in complex networks, focusing on applications to socio-economic complexity and nonlinear systems.
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1 Lesons
37 minutes
On-Demand
Free-Video
media.ccc.de

The Social Credit System

0 rewiews
Analyse des systèmes de crédit social chinois, leurs implémentations et impacts potentiels sur la société et l'économie, à travers une modélisation par agents et une perspective technique nuancée.
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15 Lesons
1 hour 1 minute
On-Demand
Free-Video
Association for Computing Machinery (ACM)

An Agent-Based Model to Evaluate Interventions on Online Dating Platforms to Decrease Racial Homogamy

0 rewiews
Explore an agent-based model evaluating interventions on dating platforms to reduce racial homogamy, examining societal impacts and potential solutions.
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12 Lesons
19 minutes
On-Demand
Free-Video
Models of Consciousness Conferences

Integrated Information in the Active Inference Framework

0 rewiews
Explore how active inference agents integrate information and consciousness through unified perception and action selection, with insights into information-theoretic measures and agent-environment interactions.
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1 Lesons
19 minutes
On-Demand
Free-Video
The Julia Programming Language

Interpretable Hierarchical Calibration of Agent-Based Models

0 rewiews
Explore scientific machine learning's fusion of traditional modeling and ML, focusing on neural network surrogates for agent-based models in epidemiology and automated hierarchical calibration.
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1 Lesons
27 minutes
On-Demand
Free-Video
Fields Institute

Agent-Based Modeling of Cancer Cell Migration in Response to Tumor Microenvironmental Signals

0 rewiews
Explore computational modeling techniques for simulating cancer cell migration and interactions within tumor microenvironments, enhancing understanding of disease progression.
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1 Lesons
25 minutes
On-Demand
Free-Video
Fields Institute

Netting and Novation in Repo Networks with Rehypothecation - Agent-Based Computational Model

0 rewiews
Explore computational modeling of repo networks, examining netting, novation, and rehypothecation effects on financial stability and systemic risk.
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1 Lesons
21 minutes
On-Demand
Free-Video
Inside Livermore Lab

Generalizing Scientific Machine Learning and Differentiable Simulation Beyond Continuous Models

0 rewiews
Explore generalizing scientific machine learning beyond continuous models, covering differentiable simulation for chaotic systems, stochastic processes, and inverse problems in advanced scientific computing.
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1 Lesons
58 minutes
On-Demand
Free-Video
GERAD Research Center

Agent-Based Dynamic Models of Opinion Formation: Where Are We Now?

0 rewiews
Explore dynamic models of opinion formation, focusing on continuous opinions at the microscopic level. Examine achievements in analysis and new challenges in dynamical systems, control theory, and AI.
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1 Lesons
58 minutes
On-Demand
Free-Video
CY Advanced Studies

Doing Good Science with Videogames

0 rewiews
Explore multidisciplinary problems through interactive simulations, from voter models to cancer stem cell research. Gain hands-on experience with NetLogo to investigate complex systems and emergent properties.
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1 Lesons
58 minutes
On-Demand
Free-Video
The Julia Programming Language

Tools for Agent-Based Modelling in Developmental Biology

0 rewiews
Explore tools for agent-based modeling in developmental biology using Julia, including SpatialHashTables.jl, BoundedDegreeGraphs.jl, and AgentTools.jl. Learn about Position-Based Dynamics for particle simulations.
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1 Lesons
30 minutes
On-Demand
Free-Video
Applied Algebraic Topology Network

Pattern Statistics and Model Comparison via Topological Data Analysis

0 rewiews
Exploring topological data analysis for pattern quantification, model comparison, and feature design in zebrafish skin patterns and other complex systems.
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1 Lesons
54 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)

Studying the Behavior of Generative AI-Based Agents in Multi-Agent Systems

0 rewiews
Explore generative AI-based agents in multi-agent systems using Concordia library. Learn about language-mediated simulations, flexible component systems, and the Game Master concept for diverse research applications.
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1 Lesons
1 hour 1 minute
On-Demand
Free-Video
UofU Data Science

Generative Agents - Advances in Generative AI

0 rewiews
Explore the cutting-edge world of generative agents in AI, examining their development, capabilities, and potential applications in modern technology and automation.
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1 Lesons
47 minutes
On-Demand
Free-Video