[KongchangAI]
Unverified50% confidenceFactExact time

Multi-agent systems have gone through three key stages: the classical distributed AI period (1980s–2000s), the deep reinforcement learning-driven period (2010s), and the LLM-driven period (2023 to the present).

1
Sources
50%
Confidence
Long-term
Relevance
9/6/2026
First Seen

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