Swarm Intelligence Courses and Certifications

Intelligent Control（智能控制）

Explore intelligent control systems through expert systems, fuzzy logic, neural networks, and machine learning, with practical applications in robotics and traffic control systems.

• XuetangX
• On-Demand
• Free Online Course

NITTTR

Soft Commuting Techniques

Master fuzzy logic, neural networks, and genetic algorithms to solve complex real-world problems through hands-on projects in pattern recognition, robotics, and optimization.

• Swayam
• 8 weeks
• On-Demand
• Free Online Course

Stanford Seminar - Efficient and Resilient Systems in the Cognitive Era

Explore efficient and resilient systems for cognitive computing, covering swarm intelligence, sensor fusion, hardware optimization, and energy efficiency in the context of IBM's research.

• YouTube
• 1 hour 16 minutes
• On-Demand
• Free Online Course

GOTO Conferences

Swarm-Stupidity

Exploring how corporate mottos like "swarm intelligence" often fail to materialize, this talk examines the disconnect between management ideals and workplace realities.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Conference Talk

Yannic Kilcher

The Future of AI Is Self-Organizing and Self-Assembling - With Prof. Sebastian Risi

Explore self-organizing AI systems, swarm intelligence, and neural cellular automata with Prof. Sebastian Risi. Discover applications, challenges, and future directions in this emerging field of artificial intelligence.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Y Combinator

The AI Agent Economy Is Here

Explore the emerging AI agent economy with Y Combinator's analysis of OpenClaw, MoltBook, and the shift toward building tools that serve autonomous agents rather than humans.

• YouTube
• 23 minutes
• On-Demand
• Free Video

From Democratic Consensus to Cannibalistic Hordes - The Principles of Collective Animal Behavior

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Explore collective behavior in nature, from ant raids to bird flocks. Discover how individual actions create group dynamics and the concept of "collective mind" in various species, including humans.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Physical Computation in Insect Swarms

Explore the fascinating world of collective behavior in insect swarms and discover how physical principles govern their complex interactions and decision-making processes.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

The Principles of Collective Behavior

Explore the fascinating world of collective animal behavior, from insect swarms to human crowds. Discover how individual actions create complex group dynamics and problem-solving abilities in nature.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Free Video

Swarm Engineering Across Scales

Explore swarm intelligence in nature and AI, from bird flocks to nanoparticles. Learn how collective behaviors emerge and their applications in robotics, communication, and medicine.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Discover AI

Topology Optimization for Multi-Agent Systems Using DSPy

Dive into advanced multi-agent AI optimization techniques using DSPy and topology-based approaches for enhanced swarm intelligence and prompting strategies.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Krish Naik

Building Agents and Multi-Agents with LangGraph - Part 3

Explore advanced multi-agent AI systems using LangGraph and Groq's fast LLM, covering supervisor, swarm, and hierarchical patterns for production-ready workflows.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Discover AI

NEW Adaptive Multi-Agent AI System - AIME (ByteDance)

Explore ByteDance's AIME framework for autonomous multi-agent systems with adaptive planning, enhanced communication protocols, and specialized agents for real-world scenarios.

• YouTube
• 27 minutes
• On-Demand
• Free Video

Discover AI

Multi-Agent AI Coordination and Pathfinding Using Cooperative Reward Shaping

Discover how multiple AI agents coordinate actions through Reinforcement Learning, from pathfinding algorithms to practical applications in transport, underwater networks, and space exploration.

• YouTube
• 35 minutes
• On-Demand
• Free Video

Discover AI

Multi-Agents Become Smarter: The AI Dream Team

Explore how multi-agent systems evolve through reinforcement learning, fine-tuning, and complex reasoning to create more intelligent AI collaborations.

• YouTube
• 36 minutes
• On-Demand
• Free Video