Multi-Agent Systems Courses and Certifications

Why Would We Want a Multi-Agent System Unstable

Explores Control Barrier Function methods for collision avoidance in multi-agent systems, comparing stability and effectiveness of different algorithms through simulations and vehicle experiments.

• YouTube
• 49 minutes
• On-Demand
• Free Online Course

Multi AI Agent Systems with crewAI

27 ratings at Coursera

Learn to design and organize AI agent teams for complex tasks using crewAI. Master role-playing, memory, tools, focus, guardrails, and cooperation to automate business processes effectively.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

AI Agentic Design Patterns with AutoGen

Learn to build and customize multi-agent systems using AutoGen. Create collaborative agents for tasks like comedy chats, customer onboarding, blog writing, chess games, and financial analysis coding.

• Coursera
• 1 hour 30 minutes
• On-Demand
• Paid Course

Institute for Pure & Applied Mathematics (IPAM)

Natasha Jaques - Social Reinforcement Learning - IPAM at UCLA

Explore social reinforcement learning, multi-agent RL, and environment generation for AI assistants. Discover techniques for generalization, transfer, and web navigation in intelligent systems.

• YouTube
• 28 minutes
• On-Demand
• Free Online Course

Association for Computing Machinery (ACM)

AI- From Algorithms to Ethics - ACM WomENcourage 2020

Explore AI agents designed for human interaction, combining machine learning, behavioral models, and game theory. Learn about applications in emergency triage and evaluation methodologies.

• YouTube
• 34 minutes
• On-Demand
• Free Online Course

Alan Turing Institute

The Role of Multi-Agent Learning in Artificial Intelligence Research at DeepMind

Explore multi-agent learning in AI research, focusing on cooperation among self-interested agents and the AlphaGo project's breakthrough in defeating top Go players using self-play algorithms.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Online Course

How to Build a Multi-Agent AI System Using Large Language Models

Learn to create specialized AI agents using Large Language Models for task automation, from task creation to keynote speech generation.

• YouTube
• 19 minutes
• On-Demand
• Free Online Course

Institute for Pure & Applied Mathematics (IPAM)

Swarm Performance of Heterogeneous Multi-Agent Systems Across Scales

Explore swarm behavior in multi-agent systems, focusing on heterogeneity's impact on micro-scale interactions and macro-scale performance across various domains like transportation and disaster response.

• YouTube
• 57 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Failures & Where to Find Them: Considering Safety as a Function of Structure

Explore autonomous systems safety, from structured driving environments to unstructured scenarios, using failure identification and anomaly detection techniques for robust decision-making.

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

ChatGPT & Zapier: Agentic AI for Everyone

19 ratings at Coursera

Aprenda a criar agentes de IA usando ChatGPT e Zapier para automatizar tarefas diárias, como gerenciamento de despesas e planejamento, sem necessidade de programação.

• Coursera
• 8 hours 12 minutes
• On-Demand
• Free Online Course (Audit)

AI Engineering Essentials: Navigating the Tech Revolution

455 ratings at LinkedIn Learning

Discover the core concepts and technical skills required to become a successful AI developer.

• LinkedIn Learning
• 1 hour 28 minutes
• On-Demand
• Free Trial Available

Hands-On Generative AI with Multi-Agent LangChain: Building Real-World Applications

53 ratings at LinkedIn Learning

Get a comprehensive overview of how to build and run dynamic, interactive multiagent simulations using LangChain, the popular AI-powered framework.

• LinkedIn Learning
• 41 minutes
• On-Demand
• Free Trial Available

Python Reinforcement Learning using OpenAI Gymnasium – Full Course

Comprehensive guide to reinforcement learning using Gymnasium, covering basics, implementation in Blackjack and Cartpole environments, and advanced topics like multi-agent systems and Deep Q-Networks.

• freeCodeCamp
• 2-3 hours
• On-Demand
• Free Online Course

Bolei Zhou

Modeling Conceptual Understanding in Image Reference Games - CVPR 2020 Tutorial

Explore image reference games, conceptual understanding modeling, and machine theory of mind in this tutorial on interpretable vision and multi-agent communication.

• YouTube
• 31 minutes
• On-Demand
• Free Online Course

Simons Institute

Multi-Agent Reinforcement Learning - Part II

Explore advanced concepts in multi-agent reinforcement learning, including equilibrium, rewards, and techniques like Q-value and no-regret learning. Gain insights into challenges and applications in AI and game theory.

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