| An Interpretable Rule Creation Method for Black-Box Models based on Surrogate Trees -- SRules | Jul 29, 2024 | Decision Making | —Unverified | 0 |
| Uncertainty Quantification of Data Shapley via Statistical Inference | Jul 28, 2024 | Data ValuationDecision Making | —Unverified | 0 |
| Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload | Jul 28, 2024 | Decision MakingPrompt Engineering | —Unverified | 0 |
| EPD: Long-term Memory Extraction, Context-awared Planning and Multi-iteration Decision @ EgoPlan Challenge ICML 2024 | Jul 28, 2024 | Decision MakingTask Planning | CodeCode Available | 0 |
| Logic Distillation: Learning from Code Function by Function for Planning and Decision-making | Jul 28, 2024 | Decision MakingKnowledge Distillation | —Unverified | 0 |
| Optimizing Synthetic Data for Enhanced Pancreatic Tumor Segmentation | Jul 27, 2024 | Data AugmentationDecision Making | CodeCode Available | 0 |
| On the benefits of pixel-based hierarchical policies for task generalization | Jul 27, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Spatial Temporal Approach for High-Resolution Gridded Wind Forecasting across Southwest Western Australia | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Practical Marketplace Optimization at Uber Using Causally-Informed Machine Learning | Jul 26, 2024 | Decision Making | —Unverified | 0 |
| Set risk measures | Jul 26, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Reinforcement Learning for Sustainable Energy: A Survey | Jul 26, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Assessing AI Utility: The Random Guesser Test for Sequential Decision-Making Systems | Jul 25, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| Large Language Model Integrated Healthcare Cyber-Physical Systems Architecture | Jul 25, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Differentiable Quantum Architecture Search in Asynchronous Quantum Reinforcement Learning | Jul 25, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Automated Ensemble Multimodal Machine Learning for Healthcare | Jul 25, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Enhancing Agent Learning through World Dynamics Modeling | Jul 25, 2024 | Decision Making | CodeCode Available | 0 |
| Financial Statement Analysis with Large Language Models | Jul 25, 2024 | Decision Making | —Unverified | 0 |
| Network Inversion of Convolutional Neural Nets | Jul 25, 2024 | Decision MakingDiversity | —Unverified | 0 |
| Sentiment Reasoning for Healthcare | Jul 24, 2024 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
| Towards Neural Network based Cognitive Models of Dynamic Decision-Making by Humans | Jul 24, 2024 | Decision Making | CodeCode Available | 0 |
| An MDP-Based Approach for Distribution System Control with PV Generation and Battery Storage | Jul 24, 2024 | Decision Making | —Unverified | 0 |
| Simulation in discrete choice models evaluation: SDCM, a simulation tool for performance evaluation of DCMs | Jul 24, 2024 | Decision MakingDiscrete Choice Models | —Unverified | 0 |
| Enhanced Deep Learning Methodologies and MRI Selection Techniques for Dementia Diagnosis in the Elderly Population | Jul 24, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Toward an Integrated Decision Making Framework for Optimized Stroke Diagnosis with DSA and Treatment under Uncertainty | Jul 24, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Evaluating Uncertainties in Electricity Markets via Machine Learning and Quantum Computing | Jul 23, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| On the Separability of Vector-Valued Risk Measures | Jul 23, 2024 | Decision Making | —Unverified | 0 |
| MOMAland: A Set of Benchmarks for Multi-Objective Multi-Agent Reinforcement Learning | Jul 23, 2024 | BenchmarkingDecision Making | CodeCode Available | 2 |
| Advanced AI Framework for Enhanced Detection and Assessment of Abdominal Trauma: Integrating 3D Segmentation with 2D CNN and RNN Models | Jul 23, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Reinforcement Learning Pair Trading: A Dynamic Scaling approach | Jul 23, 2024 | Algorithmic TradingDecision Making | CodeCode Available | 1 |
| Identifiable latent bandits: Combining observational data and exploration for personalized healthcare | Jul 23, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Diffusion Models as Optimizers for Efficient Planning in Offline RL | Jul 23, 2024 | D4RLDecision Making | CodeCode Available | 0 |
| Improving multidimensional projection quality with user-specific metrics and optimal scaling | Jul 23, 2024 | Data VisualizationDecision Making | —Unverified | 0 |
| PhenoFlow: A Human-LLM Driven Visual Analytics System for Exploring Large and Complex Stroke Datasets | Jul 23, 2024 | Decision Making | —Unverified | 0 |
| Knowledge-driven AI-generated data for accurate and interpretable breast ultrasound diagnoses | Jul 23, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Trust Your Gut: Comparing Human and Machine Inference from Noisy Visualizations | Jul 23, 2024 | Decision Making | —Unverified | 0 |
| Strategy and Skill Learning for Physics-based Table Tennis Animation | Jul 23, 2024 | Decision Making | —Unverified | 0 |
| Can time series forecasting be automated? A benchmark and analysis | Jul 23, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| PateGail: A Privacy-Preserving Mobility Trajectory Generator with Imitation Learning | Jul 23, 2024 | Decision MakingImitation Learning | CodeCode Available | 1 |
| Efficient Replay Memory Architectures in Multi-Agent Reinforcement Learning for Traffic Congestion Control | Jul 22, 2024 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| A Survey of Explainable Artificial Intelligence (XAI) in Financial Time Series Forecasting | Jul 22, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Interpretable Concept-Based Memory Reasoning | Jul 22, 2024 | Decision Making | CodeCode Available | 0 |
| Concept-Based Interpretable Reinforcement Learning with Limited to No Human Labels | Jul 22, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Reinforcement Learning Meets Visual Odometry | Jul 22, 2024 | Decision Makingreinforcement-learning | CodeCode Available | 3 |
| Evaluation of Reinforcement Learning for Autonomous Penetration Testing using A3C, Q-learning and DQN | Jul 22, 2024 | Decision MakingQ-Learning | —Unverified | 0 |
| They Look Like Each Other: Case-based Reasoning for Explainable Depression Detection on Twitter using Large Language Models | Jul 21, 2024 | Decision MakingDepression Detection | —Unverified | 0 |
| LSTM Autoencoder-based Deep Neural Networks for Barley Genotype-to-Phenotype Prediction | Jul 21, 2024 | Decision MakingManagement | —Unverified | 0 |
| Explaining Decisions of Agents in Mixed-Motive Games | Jul 21, 2024 | Decision Making | —Unverified | 0 |
| Unveiling the Decision-Making Process in Reinforcement Learning with Genetic Programming | Jul 20, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Holistic Optimization Framework for Energy Efficient UAV-assisted Fog Computing: Attitude Control, Trajectory Planning and Task Assignment | Jul 20, 2024 | Decision MakingTrajectory Planning | —Unverified | 0 |
| (Non-)Commutative Aggregation | Jul 20, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |