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generative agents 1human annotation 1long-horizon decision making 1social simulation 1step-level preference learning 1

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cs.AI2026

Step-Level Preference Learning for Generative Agents in Social Simulations

Wenchang Gao, Pingyue Sheng, Lanlan Qiu +7

The paper presents an interactive interface to collect step‑level human preference data for generative agents, creates a 57K annotation dataset, and shows that training LLMs with t…