SOTAVerified

Decision Making

Papers

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Showing 3651–3700 of 12311 papers

TitleStatusHype
A Fast Convergence Theory for Offline Decision Making—0
Contextual Bilevel Reinforcement Learning for Incentive AlignmentCode0
Recent Advances in Data-Driven Business Process Management—0
Enhancing Fairness in Unsupervised Graph Anomaly Detection through DisentanglementCode0
AI as Decision-Maker: Ethics and Risk Preferences of LLMs—0
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 Scenarios—0
Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors—0
Lightening Anything in Medical Images—0
A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning—0
Controlling Large Language Model Agents with Entropic Activation Steering—0
Combining Experimental and Historical Data for Policy EvaluationCode0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
ADESSE: Advice Explanations in Complex Repeated Decision-Making EnvironmentsCode0
Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning ApproachCode0
Searching for internal symbols underlying deep learning—0
Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction—0
A flexible numerical tool for large dynamic DC networks—0
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and MotionCode0
Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making ApplicationsCode0
Reconciling Model Multiplicity for Downstream Decision Making—0
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems—0
Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning—0
Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning—0
Probabilities of Causation for Continuous and Vector Variables—0
GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis—0
Beyond Agreement: Diagnosing the Rationale Alignment of Automated Essay Scoring Methods based on Linguistically-informed CounterfactualsCode0
LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification—0
Long-Horizon Rollout via Dynamics Diffusion for Offline Reinforcement LearningCode0
LetsMap: Unsupervised Representation Learning for Semantic BEV Mapping—0
SFANet: Spatial-Frequency Attention Network for Weather Forecasting—0
FDQN: A Flexible Deep Q-Network Framework for Game AutomationCode0
DecomCAM: Advancing Beyond Saliency Maps through Decomposition and IntegrationCode0
Distributed Management of Fluctuating Energy Resources in Dynamic Networked Systems—0
Conformal Depression PredictionCode0
Posterior Sampling via Autoregressive Generation—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
Language Models Trained to do Arithmetic Predict Human Risky and Intertemporal Choice—0
Optimizing Vehicular Networks with Variational Quantum Circuits-based Reinforcement Learning—0
Resisting Stochastic Risks in Diffusion Planners with the Trajectory Aggregation TreeCode0
Optimizing Sharpe Ratio: Risk-Adjusted Decision-Making in Multi-Armed Bandits—0
Understanding Intrinsic Socioeconomic Biases in Large Language Models—0
Towards Dialogues for Joint Human-AI Reasoning and Value Alignment—0
Can Automatic Metrics Assess High-Quality Translations?—0
MMCTAgent: Multi-modal Critical Thinking Agent Framework for Complex Visual Reasoning—0
Low-rank finetuning for LLMs: A fairness perspective—0
Benchmarking General-Purpose In-Context Learning—0
Can We Trust Embodied Agents? Exploring Backdoor Attacks against Embodied LLM-based Decision-Making Systems—0
CoSLight: Co-optimizing Collaborator Selection and Decision-making to Enhance Traffic Signal ControlCode0
Ontology-Enhanced Decision-Making for Autonomous Agents in Dynamic and Partially Observable Environments—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SRLAAverage Remaining Cycles6.4—Unverified