SOTAVerified

Decision Making

Papers

Showing 1095111000 of 12311 papers

TitleStatusHype
KUNPENG: An Embodied Large Model for Intelligent MaritimeCode0
Batch Bayesian optimisation via density-ratio estimation with guaranteesCode0
DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive LearningCode0
Label-wise Aleatoric and Epistemic Uncertainty QuantificationCode0
Hard-Thresholding Meets Evolution Strategies in Reinforcement LearningCode0
Regression Concept Vectors for Bidirectional Explanations in HistopathologyCode0
Hardware-Aware Neural Dropout Search for Reliable Uncertainty Prediction on FPGACode0
Conformal Prediction for Dose-Response Models with Continuous TreatmentsCode0
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster PrototypesCode0
Parameterized Projected Bellman OperatorCode0
AgentCF++: Memory-enhanced LLM-based Agents for Popularity-aware Cross-domain RecommendationsCode0
LaGR-SEQ: Language-Guided Reinforcement Learning with Sample-Efficient QueryingCode0
DeforestVis: Behavior Analysis of Machine Learning Models with Surrogate Decision StumpsCode0
Multi-View Conformal Learning for Heterogeneous Sensor FusionCode0
Cash or Comfort? How LLMs Value Your InconvenienceCode0
Case Study: Predictive Fairness to Reduce Misdemeanor Recidivism Through Social Service InterventionsCode0
HMM for Discovering Decision-Making Dynamics Using Reinforcement Learning ExperimentsCode0
Conformalized Interval Arithmetic with Symmetric CalibrationCode0
CARNA: Characterizing Advanced heart failure Risk and hemodyNAmic phenotypes using learned multi-valued decision diagramsCode0
Balanced background and explanation data are needed in explaining deep learning models with SHAP: An empirical study on clinical decision makingCode0
Langevin-gradient parallel tempering for Bayesian neural learningCode0
Multi-View Reinforcement LearningCode0
On the calibration of compartmental epidemiological modelsCode0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
Harnessing the Power of Federated Learning in Federated Contextual BanditsCode0
Parameterized Convex Universal Approximators for Decision-Making ProblemsCode0
HARP: Hesitation-Aware Reframing in Transformer Inference PassCode0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
CAR -- Cityscapes Attributes Recognition A Multi-category Attributes Dataset for Autonomous VehiclesCode0
Deep Variational Reinforcement Learning for POMDPsCode0
MC-NEST -- Enhancing Mathematical Reasoning in Large Language Models with a Monte Carlo Nash Equilibrium Self-Refine TreeCode0
Enhancing Healthcare LLM Trust with Atypical Presentations RecalibrationCode0
Back to the Future -- Sequential Alignment of Text RepresentationsCode0
Conformal Depression PredictionCode0
HDL: Hybrid Deep Learning for the Synthesis of Myocardial Velocity Maps in Digital Twins for Cardiac AnalysisCode0
DeepSeeNet: A deep learning model for automated classification of patient-based age-related macular degeneration severity from color fundus photographsCode0
Capturing Popularity Trends: A Simplistic Non-Personalized Approach for Enhanced Item RecommendationCode0
AppealCase: A Dataset and Benchmark for Civil Case Appeal ScenariosCode0
Rashomon Capacity: A Metric for Predictive Multiplicity in ClassificationCode0
Enhancing LLM Agent Safety via Causal Influence PromptingCode0
Language Model Classifier Aligns Better with Physician Word Sensitivity than XGBoost on Readmission PredictionCode0
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based GamesCode0
Deep Reinforcement Learning with Function Properties in Mean Reversion StrategiesCode0
Enhancing Molecular Property Prediction via Mixture of Collaborative ExpertsCode0
Configurable Mirror Descent: Towards a Unification of Decision MakingCode0
Language Model Guided Interpretable Video Action ReasoningCode0
Help, Anna! Visual Navigation with Natural Multimodal Assistance via Retrospective Curiosity-Encouraging Imitation LearningCode0
Mutual Information Based Knowledge Transfer Under State-Action Dimension MismatchCode0
Axiomatic Causal Interventions for Reverse Engineering Relevance Computation in Neural Retrieval ModelsCode0
Language Models are Alignable Decision-Makers: Dataset and Application to the Medical Triage DomainCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified