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most citedPoor Alignment and Steerability of Large Language Models: Evidence from College Admission Essays

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cs.AI2026

Learning to Sell: Reinforcement Learning for Strategic Large Language Model Agents in Multi-Product Markets

Shuze Daniel Liu, Claire Chen, Jiuqi Wang +2

Autonomous large language model (LLM) agents operating in multi-product markets must make sequential decisions under information asymmetry and resource constraints. We develop a ma…