Conservative Dueling Bandits: Preference Learning under Baseline Constraints.

arXiv:2610.36708v1 Announce Type: cross Abstract: Contextual dueling bandits learn from pairwise comparisons, the same feedback used to fine-tune language models from human preferences. Standard algorithms explore aggressively and can show users two poor optio