Agent Bazaar is a multi-agent simulation framework that identifies economic failure modes in LLM agents, proposes stabilizing harnesses, and shows that targeted RL training can produce a 9B model with superior economic alignment compared to frontier models.
Agentbench: Evaluating llms as agents
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Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces
Agent Bazaar is a multi-agent simulation framework that identifies economic failure modes in LLM agents, proposes stabilizing harnesses, and shows that targeted RL training can produce a 9B model with superior economic alignment compared to frontier models.