entropy reduction

Knowledge Boundary Discovery for Large Language Models AAAI 2026 Metacognitive Arbitration as Uncertainty Compression in Multi-Agent Language Models UAI 2026 Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents ACL 2026 CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis ACL 2025 Quantifying Semantic Emergence in Language Models ACL 2025 Dynamics-inspired Neuromorphic Visual Representation Learning ICML 2023 Not So Fast, Classifier – Accuracy and Entropy Reduction in Incremental Intent Classification EMNLP 2021 A Modeling Study of the Effects of Surprisal and Entropy in Perceptual Decision Making of an Adaptive Agent NAACL 2019 Informative Object Annotations: Tell Me Something I Don't Know CVPR 2019 Contour location via entropy reduction leveraging multiple information sources NeurIPS 2018 Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment RSS 2017 Bayesian active learning with localized priors for fast receptive field characterization NeurIPS 2012