groups
Multi-Agent Systems
Autonomous agents, coordination, communication, LLM-based multi-agent frameworks, evaluation, safety, and production patterns for distributed AI
Co-Created by Kiran Shirol and Claude
Topics
Agent Design
Coordination
Communication
Game Theory
LLM Agents
Production
home
Learning Portal
play_arrow
Start Learning
summarize
Key Insights
dictionary
Glossary
10 chapters
· 2 sections
Section 1
Foundations — Agents, Interaction & Planning
Definitions, architectures, communication, coordination, and multi-agent planning.
1
help
What Are Multi-Agent Systems?
Agents, autonomy, cooperation vs competition, and why distributed AI is its own discipline.
arrow_forward
Learn
2
account_tree
Architectures & Paradigms
Reactive, deliberative, BDI, hybrid layers, blackboards, and centralized vs peer-to-peer control.
arrow_forward
Learn
3
forum
Communication & Protocols
Message passing, speech acts, ACLs, ontologies, and how LLM agents “talk” in practice.
arrow_forward
Learn
4
handshake
Coordination & Cooperation
Task allocation, contract net, voting, shared plans, and mechanisms for teamwork.
arrow_forward
Learn
5
route
Multi-Agent Planning & Negotiation
Distributed planning, joint intentions, auctions, and negotiation under incomplete information.
arrow_forward
Learn
Section 2
Modern MAS — LLMs, Evaluation & Deployment
Emergence and incentives, LLM frameworks, benchmarks, safety, and production engineering.
6
bubble_chart
Emergence, Game Theory & Incentives
Equilibria, social dilemmas, mechanism design at a high level, and emergent multi-agent behavior.
arrow_forward
Learn
7
smart_toy
LLM-Based Multi-Agent Frameworks
AutoGen, CrewAI-style patterns, role specialization, tool use, and human-in-the-loop.
arrow_forward
Learn
8
leaderboard
Evaluation, Benchmarks & Metrics
Agent benchmarks, task success vs process cost, multi-turn eval, and regression testing.
arrow_forward
Learn
9
shield
Safety, Control & Failure Modes
Cascading errors, collusion, oversight, kill switches, and aligning multi-agent behavior.
arrow_forward
Learn
10
rocket_launch
Production Patterns & Future
Orchestration, observability, cost/latency, and where multi-agent research is heading.
arrow_forward
Learn
link
Related Courses
psychology
Agentic AI
Planning, memory & tools
cable
Model Context Protocol
Tools & context
psychology_alt
Reasoning & CoT
8 chapters