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Measuring Social Norms of Large Language Models
This enables the direct comparison of the social understanding of large language models to humans, more specifically, elementary students.
SEER: Facilitating Structured Reasoning and Explanation via Reinforcement Learning
Moreover, existing reinforcement learning (RL) based methods overlook the structured relationships, underutilizing the potential of RL in structured reasoning.
Variance Reduced Policy Evaluation with Smooth Function Approximation
Policy evaluation with smooth and nonlinear function approximation has shown great potential for reinforcement learning.
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