Crowd Your Way Out of a Paper Bag

Overview

Discover the fascinating world of cellular automata, swarms, and agents in the realm of crowd simulations. This event is an engaging journey into randomness in AI and the foundational principles of machine learning.

Through a series of interactive simulations and hands-on practical examples, attendees will explore essential components of spatial navigation and the latest advancements in artificial intelligence.

Hosted by YouTube, this event is categorized under Artificial Intelligence Courses and Conference Talks, providing a unique opportunity for enthusiasts and professionals to deepen their understanding of AI technologies.

Syllabus

• Introduction to Course Concepts
Overview of Cellular Automata, Swarms, and Agents
Relevance of Crowd Simulations in AI
• Understanding Cellular Automata
History and Basics of Cellular Automata
Creating and Simulating Cellular Automata in Software
• Swarm Intelligence
Principles of Swarm Behavior
Designing and Implementing Swarm Models
• Agent-Based Modeling
Characteristics of Agents and Multi-Agent Systems
Developing Agent-Based Models for Simulations
• The Role of Randomness in AI
Concepts of Stochastic Processes
Incorporating Randomness in AI Models
• Basics of Machine Learning
Overview of Supervised and Unsupervised Learning
Implementing Simple Machine Learning Algorithms
• Spatial Navigation in Simulations
Pathfinding Algorithms (e.g., A*, Dijkstra)
Collision Avoidance Techniques
• Practical Simulations and Case Studies
Hands-on Simulations of Cellular Automata, Swarms, and Agents
Analysis of Real-World Crowd Simulation Case Studies
• Integrative Project
Designing and Building a Comprehensive Crowd Simulation Model
Presentation and Peer Review
• Conclusion and Future Directions in Crowd Simulations
Emerging Trends and Technologies in AI-Based Simulations
Ethical Considerations in Crowd Simulation AI

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Subjects

Conference Talks