-
-
An Initial Exploration
-
Welcome to 2023 Intro to Agent-Based Modeling
-
An Initial Exploration (4:21)
-
Welcome from Instructor Anamaria Berea (0:58)
-
Welcome from Teaching Assistant Kasia Samson (0:22)
-
Information on versions of NetLogo used in this course (7:18)
-
Three Rules (6:53)
-
An Introduction from Uri Wilensky (15:15)
-
An Initial Exploration Quiz
-
-
Course Overview
-
What is Agent-Based Modeling?
-
Introductory Models
-
Complex Models
-
Complexity, Emergence, and Feedbacks
-
When Should You Use ABM?
-
Comparing ABM to Other Methods
-
What Good is an Agent-Based Model?
-
-
-
Intro to NetLogo
-
Turtles, Patches, and Links
-
Code and Properties
-
Heroes and Cowards
-
Extending the Heroes and Cowards Model
-
-
-
The El Farol Model
-
First Extension: Coloring Agents Based on Success
-
Second Extension: Understanding Rewards
-
Third Extension: Histograms
-
Advanced El Farol
-
Unit 3 Wrap-up
-
-
-
Design of the Model
-
Seven Design Choices
-
Beginning the Diffusion Model
-
Networks
-
Influentials and Analyzing the Model
-
-
-
Architecture of an ABM and Agents
-
Agent Granularity, Other Types of Agents, and Agent Cognition
-
Spatial and Network Environments
-
3D and GIS Environments and Interactions
-
The Interface and Scheduling
-
-
-
An Initial Investigation
-
Networks and Environments
-
Advanced Analysis
-
-
-
Verification, Part 1
-
Verification, Part 2
-
Validation, Part 1
-
Validation, Part 2
-
-
-
Cellular Automata and ABM
-
GAs, John Holland and CAS
-
Seymour Papert, Logo, and the Turtle
-
Object-Oriented Programming
-
Parallelism and Graphics
-
Unit 8 Wrapup
-
-
-
Big Data, Social Media, and Agent-Based Modeling
-
Model Construction and Goals
-
Advanced NetLogo / Programming Constructs
-
Participatory Simulation and System Dynamics Modeling
-
Extensions
-
Wrapup and the Future of ABM
-
8.2 GAs, John Holland and CAS » Holland and Adaptive Agents (10:22) Download Video Subtitles & Transcripts
References:
Holland, John H. Adaptation in natural and artificial systems: an introductory analysis with applications to biology, control, and artificial intelligence. U Michigan Press, 1975.
Holland, John Henry. Hidden order: How adaptation builds complexity. Basic Books, 1995.