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An Initial Exploration
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Course Overview
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What is Agent-Based Modeling?
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Introductory Models
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Complex Models
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Complexity, Emergence, and Feedbacks
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When Should You Use ABM?
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Comparing ABM to Other Methods
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What Good is an Agent-Based Model?
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Intro to NetLogo
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Turtles, Patches, and Links
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Code and Properties
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Heroes and Cowards
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Extending the Heroes and Cowards Model
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The El Farol Model
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First Extension: Coloring Agents Based on Success
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Second Extension: Understanding Rewards
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Third Extension: Histograms
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Advanced El Farol
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Unit 3 Wrapup
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Design of the Model
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Seven Design Choices
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Beginning the Diffusion Model
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Networks
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Influentials and Analyzing the Model
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Architecture of an ABM and Agents
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Agent Granularity, Other Types of Agents, and Agent Cognition
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Spatial and Network Environments
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3D and GIS Environments and Interactions
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The Interface and Scheduling
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An Initial Investigation
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Networks and Environments
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Advanced Analysis
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Verification, Part 1
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Verification, Part 2
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Validation, Part 1
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Validation, Part 2
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Cellular Automata and ABM
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GAs, John Holland and CAS
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Seymour Papert, Logo, and the Turtle
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Object-Oriented Programming
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Parallelism and Graphics
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Unit 8 Wrapup
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Big Data, Social Media, and Agent-Based Modeling
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Model Construction and Goals
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Advanced NetLogo / Programming Constructs
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Participatory Simulation and System Dynamics Modeling
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Extensions
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Wrapup and the Future of ABM
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3.5 Advanced El Farol » Examining the El Farol Model using a GA (10:20) Download Video Subtitles & Transcripts
References:
Fogel, David B., Kumar Chellapilla, and Peter J. Angeline. "Inductive reasoning and bounded rationality reconsidered." IEEE Transactions on Evolutionary Computation 3.2 (1999): 142-146.