Multi-Agent

In one sentence: TODO — use multiple agents with different roles to collaboratively accomplish tasks a single agent struggles with: orchestration patterns, communication protocols, and training methods.

Prerequisites: Agent Overview

Status

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1. Intuition and Motivation

TODO:

• [ ] Task scales that do not fit in a single context window
• [ ] Role division (planner / executor / reviewer) and parallel speedups

2. Orchestration Patterns

TODO:

• [ ] Orchestrator-workers (master/worker)
• [ ] Pipeline
• [ ] Debate / review (adversarial verification)

3. Training and Optimization

TODO:

• [ ] Training each agent independently vs jointly
• [ ] Credit assignment: which agent gets blamed for task failure

4. Experiments and Experience

TODO: when multi-agent truly beats a single agent + a longer context.

5. References

• [ ] TODO