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From the 1 of 6 linked papers with an AI index.
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cs.AI2026★ 1 cited
What Would an LLM Do? Evaluating Large Language Models for Policymaking to Alleviate Homelessness
Pierre Le Coz, Jia An Liu, Debarun Bhattacharjya +2
Large language models (LLMs) are increasingly being adopted in high-stakes domains. Their potential to encode evolving social contexts and to generate plausible scenarios position…
cs.AI2024
In-Dataset Trajectory Return Regularization for Offline Preference-based Reinforcement Learning
Songjun Tu, Jingbo Sun, Qichao Zhang +4
Offline preference-based reinforcement learning (PbRL) typically operates in two phases: first, use human preferences to learn a reward model and annotate rewards for a reward-free…