Why it matters

Game theory shapes multi-agent analysis. Understanding shapes design.

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The architecture

Agents = players.

Actions + payoffs.

Nash equilibria.

Mechanism design.

Game theory for LLMPlayers + actionsagents = playersPayoffs + strategiesutility structureNash equilibriastable outcomesMulti-agent RL + LLM interactions + auction / voting frames applied to LLM agents
Game theory LLM.
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How it works end to end

Cooperative vs competitive.

Nash + Bayesian Nash.

Mechanism design.

Auction + voting patterns.