SOTAVerified

Decision Making

Papers

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Showing 2751–2800 of 12311 papers

TitleStatusHype
Uncovering dynamical equations of stochastic decision models using data-driven SINDy algorithm—0
AI as Decision-Maker: Ethics and Risk Preferences of LLMs—0
Recent Advances in Data-Driven Business Process Management—0
Automatic Input Feature Relevance via Spectral Neural NetworksCode0
Augmented Commonsense Knowledge for Remote Object GroundingCode0
A Fast Convergence Theory for Offline Decision Making—0
Contextual Bilevel Reinforcement Learning for Incentive AlignmentCode0
Decompose, Enrich, and Extract! Schema-aware Event Extraction using LLMs—0
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action AbstractionCode0
Lightening Anything in Medical Images—0
Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios—0
Towards Rationality in Language and Multimodal Agents: A SurveyCode1
Controlling Large Language Model Agents with Entropic Activation Steering—0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning—0
Combining Experimental and Historical Data for Policy EvaluationCode0
Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors—0
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning ApproachCode0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
A flexible numerical tool for large dynamic DC networks—0
Searching for internal symbols underlying deep learning—0
ADESSE: Advice Explanations in Complex Repeated Decision-Making EnvironmentsCode0
G-Transformer for Conditional Average Potential Outcome Estimation over TimeCode1
Pursuing Overall Welfare in Federated Learning through Sequential Decision MakingCode1
In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-ThoughtCode1
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction—0
Reconciling Model Multiplicity for Downstream Decision Making—0
Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning—0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning—0
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems—0
Probabilities of Causation for Continuous and Vector Variables—0
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis—0
Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making ApplicationsCode0
OccSora: 4D Occupancy Generation Models as World Simulators for Autonomous DrivingCode2
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed CounterfactualsCode0
Posterior Sampling via Autoregressive Generation—0
DecomCAM: Advancing Beyond Saliency Maps through Decomposition and IntegrationCode0
LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification—0
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems—0
Conformal Depression PredictionCode0
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping—0
Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement LearningCode0
Can Graph Learning Improve Planning in LLM-based Agents?Code2
SFANet: Spatial-Frequency Attention Network for Weather Forecasting—0
FDQN: A Flexible Deep Q-Network Framework for Game AutomationCode0
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice—0
Optimizing Vehicular Networks with Variational Quantum Circuits-based Reinforcement Learning—0
Towards Next-Generation Urban Decision Support Systems through AI-Powered Construction of Scientific Ontology using Large Language Models -- A Case in Optimizing Intermodal Freight Transportation—0
Optimizing Sharpe Ratio: Risk-Adjusted Decision-Making in Multi-Armed Bandits—0
Understanding Intrinsic Socioeconomic Biases in Large Language Models—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified