| UAV-VLA: Vision-Language-Action System for Large Scale Aerial Mission Generation | Jan 9, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 2 |
| Mechanistic understanding and validation of large AI models with SemanticLens | Jan 9, 2025 | Decision Making | CodeCode Available | 2 |
| Deep Transfer Q-Learning for Offline Non-Stationary Reinforcement Learning | Jan 8, 2025 | Decision MakingInductive Learning | —Unverified | 0 |
| A mixture transition distribution approach to portfolio optimization | Jan 8, 2025 | Decision MakingPortfolio Optimization | —Unverified | 0 |
| Making school choice lotteries transparent | Jan 8, 2025 | Decision Making | —Unverified | 0 |
| Who Does the Giant Number Pile Like Best: Analyzing Fairness in Hiring Contexts | Jan 8, 2025 | Decision MakingFairness | CodeCode Available | 0 |
| Leveraging Log Probabilities in Language Models to Forecast Future Events | Jan 8, 2025 | Decision Making | —Unverified | 0 |
| GNN-based Decentralized Perception in Multirobot Systems for Predicting Worker Actions | Jan 8, 2025 | Decision Making | —Unverified | 0 |
| Multi-Hypothesis Prediction for Portfolio Optimization: A Structured Ensemble Learning Approach to Risk Diversification | Jan 7, 2025 | Decision MakingDiversity | —Unverified | 0 |
| SEIHRDV: a multi-age multi-group epidemiological model and its validation on the COVID-19 epidemics in Italy | Jan 7, 2025 | Decision Making | —Unverified | 0 |
| Three-dimensional attention Transformer for state evaluation in real-time strategy games | Jan 7, 2025 | Decision MakingReal-Time Strategy Games | —Unverified | 0 |
| SenseRAG: Constructing Environmental Knowledge Bases with Proactive Querying for LLM-Based Autonomous Driving | Jan 7, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Align-Pro: A Principled Approach to Prompt Optimization for LLM Alignment | Jan 7, 2025 | Decision Making | —Unverified | 0 |
| Exploring the Potential of Large Language Models in Public Transportation: San Antonio Case Study | Jan 7, 2025 | Decision Making | —Unverified | 0 |
| Sustainable Digitalization of Business with Multi-Agent RAG and LLM | Jan 6, 2025 | ArticlesDecision Making | —Unverified | 0 |
| High-frequency Density Nowcasts of U.S. State-Level Carbon Dioxide Emissions | Jan 6, 2025 | Decision Makingquantile regression | —Unverified | 0 |
| Analyzing Bias in Swiss Federal Supreme Court Judgments Using Facebook's Holistic Bias Dataset: Implications for Language Model Training | Jan 6, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Data integrity vs. inference accuracy in large AIS datasets | Jan 6, 2025 | Decision Making | —Unverified | 0 |
| Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection | Jan 6, 2025 | Decision MakingMixture-of-Experts | CodeCode Available | 0 |
| Comprehensive Pathological Image Segmentation via Teacher Aggregation for Tumor Microenvironment Analysis | Jan 6, 2025 | Decision MakingDiversity | —Unverified | 0 |
| Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans | Jan 6, 2025 | Data AugmentationDecision Making | —Unverified | 0 |
| Beyond O(T) Regret: Decoupling Learning and Decision-making in Online Linear Programming | Jan 6, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 |
| ICFNet: Integrated Cross-modal Fusion Network for Survival Prediction | Jan 6, 2025 | Decision MakingSurvival Prediction | CodeCode Available | 1 |
| PRMBench: A Fine-grained and Challenging Benchmark for Process-Level Reward Models | Jan 6, 2025 | Decision Making | CodeCode Available | 2 |
| Co-Activation Graph Analysis of Safety-Verified and Explainable Deep Reinforcement Learning Policies | Jan 6, 2025 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| LatteReview: A Multi-Agent Framework for Systematic Review Automation Using Large Language Models | Jan 5, 2025 | Decision MakingRAG | CodeCode Available | 2 |
| From Aleatoric to Epistemic: Exploring Uncertainty Quantification Techniques in Artificial Intelligence | Jan 5, 2025 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Prediction with Differential Covariate Classification: Illustrated by Racial/Ethnic Classification in Medical Risk Assessment | Jan 4, 2025 | ClassificationDecision Making | —Unverified | 0 |
| Enhancing Workplace Productivity and Well-being Using AI Agent | Jan 4, 2025 | AI AgentDecision Making | —Unverified | 0 |
| Beyond CVaR: Leveraging Static Spectral Risk Measures for Enhanced Decision-Making in Distributional Reinforcement Learning | Jan 3, 2025 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 0 |
| Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection | Jan 3, 2025 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| MIRAGE: Exploring How Large Language Models Perform in Complex Social Interactive Environments | Jan 3, 2025 | Decision Making | CodeCode Available | 1 |
| Evaluating Scenario-based Decision-making for Interactive Autonomous Driving Using Rational Criteria: A Survey | Jan 3, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| ASKCOS: an open source software suite for synthesis planning | Jan 3, 2025 | Decision MakingPrediction | —Unverified | 0 |
| AI-Enabled Operations at Fermi Complex: Multivariate Time Series Prediction for Outage Prediction and Diagnosis | Jan 2, 2025 | Decision MakingPrediction | —Unverified | 0 |
| Reasoning based on symbolic and parametric knowledge bases: a survey | Jan 2, 2025 | Decision MakingFinancial Analysis | —Unverified | 0 |
| Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases | Jan 2, 2025 | Decision MakingSpecificity | —Unverified | 0 |
| Enhancing Precision of Automated Teller Machines Network Quality Assessment: Machine Learning and Multi Classifier Fusion Approaches | Jan 2, 2025 | Decision Making | —Unverified | 0 |
| VLMs-Guided Representation Distillation for Efficient Vision-Based Reinforcement Learning | Jan 1, 2025 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers | Jan 1, 2025 | Decision Making | —Unverified | 0 |
| VISTREAM: Improving Computation Efficiency of Visual Streaming Perception via Law-of-Charge-Conservation Inspired Spiking Neural Network | Jan 1, 2025 | Autonomous DrivingComputational Efficiency | —Unverified | 0 |
| Boosting the Accuracy of Stock Market Prediction via Multi-Layer Hybrid MTL Structure | Jan 1, 2025 | Decision MakingMulti-Task Learning | —Unverified | 0 |
| A Systematic Review of Machine Learning Methods for Multimodal EEG Data in Clinical Application | Dec 31, 2024 | Decision MakingEEG | —Unverified | 0 |
| Disagree and Commit: Degrees of Argumentation-based Agreements | Dec 31, 2024 | Abstract ArgumentationDecision Making | —Unverified | 0 |
| Reinforcing Thinking through Reasoning-Enhanced Reward Models | Dec 31, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| From Pixels to Predicates: Learning Symbolic World Models via Pretrained Vision-Language Models | Dec 31, 2024 | Decision MakingZero-shot Generalization | —Unverified | 0 |
| Robust Intervention in Networks | Dec 31, 2024 | Decision Making | —Unverified | 0 |
| Toward Information Theoretic Active Inverse Reinforcement Learning | Dec 31, 2024 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Monty Hall and Optimized Conformal Prediction to Improve Decision-Making with LLMs | Dec 31, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| AI-Powered Urban Transportation Digital Twin: Methods and Applications | Dec 30, 2024 | Decision MakingManagement | —Unverified | 0 |