SOTAVerified

Decision Making

Papers

Showing 36513675 of 12311 papers

TitleStatusHype
A Fast Convergence Theory for Offline Decision Making0
AI as Decision-Maker: Ethics and Risk Preferences of LLMs0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
Uncovering dynamical equations of stochastic decision models using data-driven SINDy algorithm0
Recent Advances in Data-Driven Business Process Management0
Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action AbstractionCode0
Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios0
Lightening Anything in Medical Images0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning0
Controlling Large Language Model Agents with Entropic Activation Steering0
Combining Experimental and Historical Data for Policy EvaluationCode0
Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors0
ADESSE: Advice Explanations in Complex Repeated Decision-Making EnvironmentsCode0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning ApproachCode0
Searching for internal symbols underlying deep learning0
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction0
A flexible numerical tool for large dynamic DC networks0
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning0
Probabilities of Causation for Continuous and Vector Variables0
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis0
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning0
Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making ApplicationsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4Unverified