Multi-Agent & Swarms

Coordination, emergence, and collective intelligence.

Цена: 11 908 ₽

Длительность: 21 ч

Автор: John Jackson

Программа курса

  1. Why Multi-Agent?
  2. Heritage of FIPA-ACL and Speech Acts
  3. Communication Protocols
  4. The Multi-Agent Primitive Model
  5. Supervisor / Orchestrator-Worker Pattern
  6. Hierarchical Architecture and Its Failure Mode
  7. Society of Mind and Multi-Agent Debate
  8. Role Specialization — Planner, Critic, Executor, Verifier
  9. Parallel / Swarm / Networked Architectures
  10. Group Chat and Speaker Selection
  11. Handoffs and Routines — Stateless Orchestration
  12. A2A — The Agent-to-Agent Protocol
  13. Shared Memory and Blackboard Patterns
  14. Consensus and Byzantine Fault Tolerance for Agents
  15. Voting, Self-Consistency, and Debate Topology
  16. Negotiation and Bargaining
  17. Generative Agents and Emergent Simulation
  18. Theory of Mind and Emergent Coordination
  19. Swarm Optimization for LLMs (PSO, ACO)
  20. MARL — MADDPG, QMIX, MAPPO
  21. Agent Economies, Token Incentives, Reputation
  22. Production Scaling — Queues, Checkpoints, Durability
  23. Failure Modes — MAST, Groupthink, Monoculture, Cascading Errors
  24. Evaluation and Coordination Benchmarks
  25. Case Studies and the 2026 State of the Art
  26. Итоговое задание