| A Fast Convergence Theory for Offline Decision Making | Jun 3, 2024 | Decision MakingOffline RL | —Unverified | 0 |
| AI as Decision-Maker: Ethics and Risk Preferences of LLMs | Jun 3, 2024 | Decision MakingEthics | —Unverified | 0 |
| Enhancing Fairness in Unsupervised Graph Anomaly Detection through Disentanglement | Jun 3, 2024 | Anomaly DetectionDecision Making | CodeCode Available | 0 |
| Uncovering dynamical equations of stochastic decision models using data-driven SINDy algorithm | Jun 3, 2024 | Decision Making | —Unverified | 0 |
| Recent Advances in Data-Driven Business Process Management | Jun 3, 2024 | Decision MakingManagement | —Unverified | 0 |
| Efficient Monte Carlo Tree Search via On-the-Fly State-Conditioned Action Abstraction | Jun 2, 2024 | Decision Making | CodeCode Available | 0 |
| Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios | Jun 1, 2024 | Decision MakingSentiment Analysis | —Unverified | 0 |
| Lightening Anything in Medical Images | Jun 1, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| A Structured Review of Literature on Uncertainty in Machine Learning & Deep Learning | Jun 1, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Controlling Large Language Model Agents with Entropic Activation Steering | Jun 1, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| Combining Experimental and Historical Data for Policy Evaluation | Jun 1, 2024 | Data IntegrationDecision Making | CodeCode Available | 0 |
| Pedestrian intention prediction in Adverse Weather Conditions with Spiking Neural Networks and Dynamic Vision Sensors | Jun 1, 2024 | Autonomous VehiclesComputational Efficiency | —Unverified | 0 |
| ADESSE: Advice Explanations in Complex Repeated Decision-Making Environments | May 31, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reward Machines for Deep RL in Noisy and Uncertain Environments | May 31, 2024 | counterfactualDecision Making | CodeCode Available | 0 |
| Streamflow Prediction with Uncertainty Quantification for Water Management: A Constrained Reasoning and Learning Approach | May 31, 2024 | Decision MakingGaussian Processes | CodeCode Available | 0 |
| Searching for internal symbols underlying deep learning | May 31, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction | May 31, 2024 | Data AugmentationDecision Making | —Unverified | 0 |
| A flexible numerical tool for large dynamic DC networks | May 31, 2024 | Decision Making | —Unverified | 0 |
| From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems | May 30, 2024 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion | May 30, 2024 | Decision MakingScene Segmentation | CodeCode Available | 0 |
| Policy Trees for Prediction: Interpretable and Adaptive Model Selection for Machine Learning | May 30, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Probabilities of Causation for Continuous and Vector Variables | May 30, 2024 | counterfactualDecision Making | —Unverified | 0 |
| GaussianPrediction: Dynamic 3D Gaussian Prediction for Motion Extrapolation and Free View Synthesis | May 30, 2024 | Decision MakingNovel View Synthesis | —Unverified | 0 |
| Fourier Controller Networks for Real-Time Decision-Making in Embodied Learning | May 30, 2024 | D4RLDecision Making | —Unverified | 0 |
| Intrinsic Dynamics-Driven Generalizable Scene Representations for Vision-Oriented Decision-Making Applications | May 30, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 0 |