Watch Current Video List All Videos ✓ What is Agent-Based Modeling and Why Should You Use It? How to Use Complexity Explorer Introduce Yourself Unit 1 Forum ✓ An Initial Exploration Unit 1 Forum ✓ Welcome to 2023 Intro to Agent-Based Modeling ✓ An Initial Exploration (4:21) Download Video Subtitles & Transcripts ✓ Welcome from Instructor Anamaria Berea (0:58) Download Video ✓ Welcome from Teaching Assistant Kasia Samson (0:22) Download Video ✓ Information on versions of NetLogo used in this course (7:18) Download Video Subtitles & Transcripts ✓ Three Rules (6:53) Download Video Subtitles & Transcripts ✓ An Introduction from Uri Wilensky (15:15) Download Video Subtitles & Transcripts ✓ An Initial Exploration Quiz ✓ Course Overview ✓ Course Structure (4:03) Download Video Subtitles & Transcripts ✓ Assignments (5:54) Download Video Subtitles & Transcripts ✓ What is Agent-Based Modeling? ✓ What is Agent-Based Modeling? (5:55) Download Video Subtitles & Transcripts ✓ Tools of Agent-Based Modeling (6:51) Download Video Subtitles & Transcripts ✓ Definition and Tools of ABM (Quiz) ✓ Introductory Models ✓ The Fire Model (8:58) Download Video Subtitles & Transcripts ✓ Traffic Model (5:21) Download Video Subtitles & Transcripts ✓ Tipping Model (9:32) Download Video Subtitles & Transcripts ✓ Introductory Models Quiz ✓ Complex Models ✓ Social Network Models (6:23) Download Video Subtitles & Transcripts ✓ Spatial Models (7:08) Download Video Subtitles & Transcripts ✓ Complex Models Quiz ✓ Complexity, Emergence, and Feedbacks ✓ Complexity, Emergence, and Feedbacks (8:57) Download Video Subtitles & Transcripts ✓ Related Terminology (11:44) Download Video Subtitles & Transcripts ✓ Terminology Quiz ✓ Why use ABM? ✓ Representation (3:09) Download Video Subtitles & Transcripts ✓ Third Way of Doing Science (3:26) Download Video Subtitles & Transcripts ✓ Why Should There Be a Quiz? ✓ When Should You Use ABM? ✓ Medium Numbers, Heterogeneity, and Complex but Local Interactions (5:45) Download Video Subtitles & Transcripts ✓ Rich Environments, Time, and Adaptation (6:38) Download Video Subtitles & Transcripts ✓ Determining to Use ABM Quiz ✓ Comparing ABM to Other Methods ✓ ABM vs. EBM and others (7:52) Download Video Subtitles & Transcripts ✓ Limitations and Resistance (6:06) Download Video Subtitles & Transcripts ✓ Comparison Quiz ✓ What Good is an Agent-Based Model? ✓ Description, Explanation, Experimentation, and Analogy (5:00) Download Video Subtitles & Transcripts ✓ Education, Touchstone, Thought Experiments, and Prediction (5:45) Download Video Subtitles & Transcripts ✓ Project Questionnaire Project Questionnaire ✓ Review ✓ End of Unit 1 (2:08) Download Video Subtitles & Transcripts ✓ Slides ✓ Unit 1 Exam Download Exam PDF ✓ Building a Simple Model Unit 2 Forum ✓ Intro to NetLogo ✓ Overview and Info Tab (6:15) Download Video Subtitles & Transcripts ✓ Interface Tab (8:06) Download Video Subtitles & Transcripts ✓ Intro to NetLogo Quiz ✓ Turtles, Patches, and Links ✓ Turtles, Part 1 (6:02) Download Video Subtitles & Transcripts ✓ Turtles, Part 2 (2:59) Download Video Subtitles & Transcripts ✓ Patches and Links (6:47) Download Video Subtitles & Transcripts ✓ Turtles, Patches, and Links Quiz ✓ Code and Properties ✓ Code Tab (7:44) Download Video Subtitles & Transcripts ✓ Properties (5:55) Download Video Subtitles & Transcripts ✓ Code and Properties Quiz ✓ Heroes and Cowards ✓ An Introduction to the Heroes and Cowards Model (9:24) Download Video Subtitles & Transcripts ✓ Building the Heroes and Cowards Model (8:02) Download Video Subtitles & Transcripts ✓ Heroes and Cowards Quiz ✓ Extending the Heroes and Cowards Model ✓ Extending the Heroes and Cowards Model (5:51) Download Video Subtitles & Transcripts ✓ Documentation and Random Numbers (10:29) Download Video Subtitles & Transcripts ✓ Extending Heroes and Cowards Quiz ✓ Review ✓ Unit 2 Wrap-Up (2:27) Download Video Subtitles & Transcripts ✓ Group Size and Mobility of the Ache: An Empirical Agent-Based Model - Marco Janssen (8:56) Download Video Subtitles & Transcripts ✓ Unit 2 Slides ✓ Unit 2 Test Download Exam PDF ✓ Extending Models Unit 3 Forum ✓ The El Farol Model ✓ Introduction to the El Farol Model (6:33) Download Video Subtitles & Transcripts ✓ Exploring the NetLogo El Farol Model (6:29) Download Video Subtitles & Transcripts ✓ Introduction to El Farol Quiz ✓ First Extension: Coloring Agents Based on Success ✓ What is Success? (8:26) Download Video Subtitles & Transcripts ✓ Visualization and Color (9:50) Download Video Subtitles & Transcripts ✓ First Extension Quiz ✓ Second Extension: Understanding Rewards ✓ Statistics Monitoring (6:00) Download Video Subtitles & Transcripts ✓ Plotting the Data (7:48) Download Video Subtitles & Transcripts ✓ Monitors and Plotting Data Quiz ✓ Third Extension: Histograms ✓ The Full Distribution (3:57) Download Video Subtitles & Transcripts ✓ Histogram of Rewards (4:29) Download Video Subtitles & Transcripts ✓ Histogram and Distributions Quiz ✓ Advanced El Farol ✓ Machine Learning and Agent-Based Modeling (4:48) Download Video Subtitles & Transcripts ✓ Examining the El Farol Model using a GA (10:20) Download Video Subtitles & Transcripts ✓ Advanced El Farol Quiz ✓ Unit 3 Wrap-up ✓ Unit 3 Wrap-Up (2:32) Download Video Subtitles & Transcripts ✓ Unit 3 Slides ✓ Model Exploration ✓ Unit 3 Exam Download Exam PDF ✓ Creating Agent-Based Models Unit 4 Forum ✓ Design of the Model ✓ Model Construction Overview (7:18) Download Video Subtitles & Transcripts ✓ Designing the Model (8:12) Download Video Subtitles & Transcripts ✓ Model Design Quiz ✓ Seven Design Choices ✓ Seven Design Choices, Part 1 (5:10) Download Video Subtitles & Transcripts ✓ Seven Design Choices Part 2 (4:31) Download Video Subtitles & Transcripts ✓ Design Choices Quiz ✓ Beginning the Diffusion Model ✓ Introduction to Building the Diffusion Model (5:47) Download Video Subtitles & Transcripts ✓ Model 1: The Beginning (9:39) Download Video Subtitles & Transcripts ✓ Model 2: Adoption Rule (9:09) Download Video Subtitles & Transcripts ✓ Model 3: Plotting (4:30) Download Video Subtitles & Transcripts ✓ Building a Model Quiz ✓ Networks ✓ Model 4: Networks (9:54) Download Video Subtitles & Transcripts ✓ Model 5: Rerunning on the Same Network (7:06) Download Video Subtitles & Transcripts ✓ Model 6: New Network Structures (18:44) Download Video ✓ Networks Quiz ✓ Influentials and Analyzing the Model ✓ Model 7: Influentials, Part 1 (6:57) Download Video Subtitles & Transcripts ✓ Model 7: Influentials, Part 2 (11:26) Download Video Subtitles & Transcripts ✓ Analyzing the Model, Part 1 (6:31) Download Video Subtitles & Transcripts ✓ Analyzing the Model, Part 2 (12:09) Download Video Subtitles & Transcripts ✓ Influentials and Analysis Quiz ✓ Unit 4 Overview ✓ Unit 4 Wrapup (2:17) Download Video Subtitles & Transcripts ✓ Unit 4 Slides ✓ Model Design Assignment ✓ Model Design Assignment Text ✓ Model Design Assignment Rubric ✓ Unit 4 Test Download Exam PDF ✓ Prof. Thomas Schelling, Part 1 (17:41) Download Video Subtitles & Transcripts ✓ Prof. Thomas Schelling, Part 2 (8:58) Download Video Subtitles & Transcripts ✓ The Components of an Agent-Based Model Unit 5 Forum ✓ Architecture of an ABM and Agents ✓ Agents in an Agent-Based Model (4:04) Download Video Subtitles & Transcripts ✓ Agentsets (13:01) Download Video Subtitles & Transcripts ✓ Agents and Agentsets Quiz ✓ Agent Granularity, Other Types of Agents, and Agent Cognition ✓ Agent Granularity and Other Types of Agents (7:53) Download Video Subtitles & Transcripts ✓ Agent Cognition, Part 1 (9:49) Download Video Subtitles & Transcripts ✓ Agent Cognition, Part 2 (14:36) Download Video Subtitles & Transcripts ✓ Granularity, Agent Types, and Cognition Quiz ✓ Spatial and Network Environments ✓ Spatial Environments (14:38) Download Video Subtitles & Transcripts ✓ Network Environments (12:37) Download Video Subtitles & Transcripts ✓ Spatial and Network Environments Quiz ✓ 3D and GIS Environments and Interactions ✓ 3D and GIS (8:52) Download Video Subtitles & Transcripts ✓ Interactions (8:42) Download Video Subtitles & Transcripts ✓ 3D and GIS Environments and Interactions ✓ The Interface and Scheduling ✓ The Interface and Visualization (7:09) Download Video Subtitles & Transcripts ✓ Scheduling (8:18) Download Video Subtitles & Transcripts ✓ Interface and Scheduling Quiz ✓ Wrapup ✓ Unit 5 Wrapup (1:25) Download Video Subtitles & Transcripts ✓ Survey Overview (7:16) Download Video ✓ Unit 5 Slides and Survey Slides ✓ Course Feedback Survey ✓ Unit 5 Exam Download Exam PDF ✓ Analyzing Agent-Based Models Unit 6 Forum ✓ An Initial Investigation ✓ Spread of Disease Model (6:41) Download Video Subtitles & Transcripts ✓ Initial Investigations (3:25) Download Video Subtitles & Transcripts ✓ Initial Investigations Quiz ✓ Statistics ✓ BehaviorSpace (8:47) Download Video ✓ Summary Statistics (11:50) Download Video Subtitles & Transcripts ✓ Statistics Quiz ✓ Graphs ✓ Summary Graphs (7:41) Download Video Subtitles & Transcripts ✓ Times Series Graphs (12:28) Download Video Subtitles & Transcripts ✓ Graphs Quiz ✓ Networks and Environments ✓ An Environmental Variant (5:20) Download Video Subtitles & Transcripts ✓ A Network Variant (5:56) Download Video Subtitles & Transcripts ✓ Variants Quiz ✓ Advanced Analysis ✓ Multivariate Analysis (10:30) Download Video Subtitles & Transcripts ✓ 3D Plots + Regression (6:28) Download Video Subtitles & Transcripts ✓ Advanced Analysis Quiz ✓ Wrapup ✓ Unit 6 Wrapup (2:29) Download Video Subtitles & Transcripts ✓ Unit 6 Slides ✓ Final Model Assignment ✓ Final Model Assignment Text ✓ Final Model Assignment Rubric ✓ Unit 6 Exam Download Exam PDF ✓ Verification, Validation, and Replication Unit 7 Forum ✓ Verification, Part 1 ✓ Introduction to Verification (6:06) Download Video Subtitles & Transcripts ✓ Describing Models (3:55) Download Video Subtitles & Transcripts ✓ Verification, Part 1 Quiz ✓ Verification, Part 2 ✓ Testing (9:51) Download Video Subtitles & Transcripts ✓ Benefits of Verification (3:51) Download Video Subtitles & Transcripts ✓ Verification, Part 2 Quiz ✓ Validation, Part 1 ✓ Introduction to Validation (3:40) Download Video Subtitles & Transcripts ✓ Rigor in Validation (6:19) Download Video Subtitles & Transcripts ✓ Validation, Part 1 Quiz ✓ Validation, Part 2 ✓ Validation and Calibration (14:49) Download Video ✓ Stochasticity, Invariant / Variant, and Path Dependency (6:36) Download Video Subtitles & Transcripts ✓ Validation, Part 2 Quiz ✓ Replication ✓ Introduction to Replication (4:49) Download Video Subtitles & Transcripts ✓ Publication Guidelines (5:08) Download Video Subtitles & Transcripts ✓ Replication Quiz ✓ Wrapup ✓ Unit 7 Wrapup (1:05) Download Video Subtitles & Transcripts ✓ Unit 7 Slides ✓ Unit 7 Exam Download Exam PDF ✓ History of ABM and Classic Models Unit 8 Forum ✓ Cellular Automata and ABM ✓ History of CA (12:48) Download Video Subtitles & Transcripts ✓ Game of Life and 1D Cellular Automata (5:38) Download Video Subtitles & Transcripts ✓ CA Quiz ✓ GAs, John Holland and CAS ✓ Holland and Adaptive Agents (10:22) Download Video Subtitles & Transcripts ✓ The Genetic Algorithm (4:24) Download Video Subtitles & Transcripts ✓ GA Quiz ✓ Seymour Papert, Logo, and the Turtle ✓ Logo (7:44) Download Video Subtitles & Transcripts ✓ Curricular Models (4:06) Download Video Subtitles & Transcripts ✓ Logo Quiz ✓ Object-Oriented Programming ✓ Object-Oriented Programming (7:49) Download Video Subtitles & Transcripts ✓ The Ants Model (5:56) Download Video Subtitles & Transcripts ✓ OO Quiz ✓ Parallelism and Graphics ✓ Data and Computational Parallelism (11:07) Download Video ✓ Computer Graphics, Particle Systems, and Boids (9:08) Download Video Subtitles & Transcripts ✓ Parallelism and Graphics Quiz ✓ Unit 8 Wrapup ✓ Unit 8 Wrapup (2:34) Download Video Subtitles & Transcripts ✓ Unit 8 Slides ✓ Unit 8 Test Download Exam PDF ✓ Advanced ABM Unit 9 Forum ✓ Big Data, Social Media, and Agent-Based Modeling ✓ Causal State Modeling (7:55) Download Video Subtitles & Transcripts ✓ Individual Social Media Modeling (6:58) Download Video Subtitles & Transcripts ✓ Forecasting High Tide (8:29) Download Video Subtitles & Transcripts ✓ Big Data and ABM ✓ Model Construction and Goals ✓ Full Spectrum and Iterative Modeling (9:18) Download Video Subtitles & Transcripts ✓ Other Uses of ABM (5:43) Download Video Subtitles & Transcripts ✓ Model Construction and Goals Quiz ✓ Advanced NetLogo / Programming Constructs ✓ Anonymous Procedures (12:07) Download Video ✓ Map and Reduce (11:52) Download Video ✓ Advanced Programming Concepts Quiz ✓ Participatory Simulation and System Dynamics Modeling ✓ Participatory Simulation (11:04) Download Video Subtitles & Transcripts ✓ System Dynamics Modeling (7:50) Download Video Subtitles & Transcripts ✓ Participatory Simulation and SDM Quiz ✓ Extensions ✓ Extensions and Controlling API (1:45) Download Video Subtitles & Transcripts ✓ GIS Extension (7:58) Download Video Subtitles & Transcripts ✓ Network Extension (5:29) Download Video Subtitles & Transcripts ✓ LevelSpace Extension (6:04) Download Video Subtitles & Transcripts ✓ Extensions Quiz ✓ Wrapup and the Future of ABM ✓ Unit 9 Wrapup and the Future of ABM (6:57) Download Video Subtitles & Transcripts ✓ Unit 9 Slides ✓ Unit 9 Exam Download Exam PDF ✓ Course Feedback ✓ 6.6 Wrapup » Unit 6 Slides 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