Tag: preferences
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A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour
A Bayesian latent class reinforcement learning framework to capture adaptive, feedback-driven travel behaviour arXiv:2512.14713v1 Announce Type: cross Abstract: Many travel decisions involve a degree of experience formation, where individuals learn their preferences over time. At the same time, there is extensive scope for heterogeneity across individual travellers, both in their underlying preferences and in how…
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Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings
Dropping Just a Handful of Preferences Can Change Top Large Language Model Rankings arXiv:2508.11847v1 Announce Type: new Abstract: We propose a method for evaluating the robustness of a widely used LLM ranking system — the Bradley–Terry ranking system — to dropping a worst-case very small fraction of evaluation data. Our approach is computationally fast and…