| SafeDrive: Knowledge- and Data-Driven Risk-Sensitive Decision-Making for Autonomous Vehicles with Large Language Models | Dec 17, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| A New Adversarial Perspective for LiDAR-based 3D Object Detection | Dec 17, 2024 | 3D Object DetectionAutonomous Vehicles | —Unverified | 0 |
| Cross-table Synthetic Tabular Data Detection | Dec 17, 2024 | Decision Making | —Unverified | 0 |
| Previous Knowledge Utilization In Online Anytime Belief Space Planning | Dec 17, 2024 | Decision Making | CodeCode Available | 0 |
| Ask for More Than Bayes Optimal: A Theory of Indecisions for Classification | Dec 17, 2024 | Decision Making | —Unverified | 0 |
| Hunting Tomorrow's Leaders: Using Machine Learning to Forecast S&P 500 Additions & Removal | Dec 17, 2024 | Decision MakingFeature Engineering | —Unverified | 0 |
| Active Reinforcement Learning Strategies for Offline Policy Improvement | Dec 17, 2024 | Active Learningcontinuous-control | —Unverified | 0 |
| Integrating Evidence into the Design of XAI and AI-based Decision Support Systems: A Means-End Framework for End-users in Construction | Dec 17, 2024 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| CLIP-RLDrive: Human-Aligned Autonomous Driving via CLIP-Based Reward Shaping in Reinforcement Learning | Dec 17, 2024 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Learning to Navigate in Mazes with Novel Layouts using Abstract Top-down Maps | Dec 16, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab | Dec 16, 2024 | Data IntegrationDecision Making | —Unverified | 0 |
| LogBabylon: A Unified Framework for Cross-Log File Integration and Analysis | Dec 16, 2024 | Decision MakingRAG | —Unverified | 0 |
| Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives | Dec 16, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Multimodal LLM for Intelligent Transportation Systems | Dec 16, 2024 | Decision MakingMotion Planning | —Unverified | 0 |
| Are Large Language Models Useful for Time Series Data Analysis? | Dec 16, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Enhancing Temporal Link Prediction with HierTKG: A Hierarchical Temporal Knowledge Graph Framework | Dec 16, 2024 | Decision MakingLink Prediction | —Unverified | 0 |
| Equivariant Action Sampling for Reinforcement Learning and Planning | Dec 16, 2024 | continuous-controlContinuous Control | —Unverified | 0 |
| How Different AI Chatbots Behave? Benchmarking Large Language Models in Behavioral Economics Games | Dec 16, 2024 | BenchmarkingChatbot | —Unverified | 0 |
| Can AI Extract Antecedent Factors of Human Trust in AI? An Application of Information Extraction for Scientific Literature in Behavioural and Computer Sciences | Dec 16, 2024 | Decision MakingRelation Extraction | —Unverified | 0 |
| Impact of Adversarial Attacks on Deep Learning Model Explainability | Dec 15, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Automated Driving with Evolution Capability: A Reinforcement Learning Method with Monotonic Performance Enhancement | Dec 14, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Exbodiment: The Mind Made Matter | Dec 14, 2024 | Decision Making | —Unverified | 0 |
| Damage Assessment after Natural Disasters with UAVs: Semantic Feature Extraction using Deep Learning | Dec 14, 2024 | Decision MakingQuestion Answering | —Unverified | 0 |
| Advances in Transformers for Robotic Applications: A Review | Dec 13, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Is it the model or the metric -- On robustness measures of deeplearning models | Dec 13, 2024 | Decision MakingDeepFake Detection | —Unverified | 0 |
| Trustworthy and Explainable Decision-Making for Workforce allocation | Dec 13, 2024 | Decision Making | —Unverified | 0 |
| A Novel Methodology in Credit Spread Prediction Based on Ensemble Learning and Feature Selection | Dec 13, 2024 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Solving Robust Markov Decision Processes: Generic, Reliable, Efficient | Dec 13, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Multimodal Sentiment Analysis based on Video and Audio Inputs | Dec 12, 2024 | Decision MakingEmotion Recognition | —Unverified | 0 |
| Double-Exponential Increases in Inference Energy: The Cost of the Race for Accuracy | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| Words of War: Exploring the Presidential Rhetorical Arsenal with Deep Learning | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| AI-assisted Knowledge Discovery in Biomedical Literature to Support Decision-making in Precision Oncology | Dec 12, 2024 | Decision Makingnamed-entity-recognition | —Unverified | 0 |
| Reinforcement Learning Within the Classical Robotics Stack: A Case Study in Robot Soccer | Dec 12, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Precise Asymptotics and Refined Regret of Variance-Aware UCB | Dec 12, 2024 | Decision Making | —Unverified | 0 |
| Wait-Less Offline Tuning and Re-solving for Online Decision Making | Dec 12, 2024 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Explaining Model Overfitting in CNNs via GMM Clustering | Dec 12, 2024 | ClusteringDecision Making | —Unverified | 0 |
| Detecting Conversational Mental Manipulation with Intent-Aware Prompting | Dec 11, 2024 | Decision Making | CodeCode Available | 0 |
| A Multimodal Social Agent | Dec 11, 2024 | Common Sense ReasoningDecision Making | —Unverified | 0 |
| MaestroMotif: Skill Design from Artificial Intelligence Feedback | Dec 11, 2024 | Code GenerationDecision Making | —Unverified | 0 |
| Learn How to Query from Unlabeled Data Streams in Federated Learning | Dec 11, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Diversity Drives Fairness: Ensemble of Higher Order Mutants for Intersectional Fairness of Machine Learning Software | Dec 11, 2024 | Decision MakingDiversity | —Unverified | 0 |
| GenPlan: Generative Sequence Models as Adaptive Planners | Dec 11, 2024 | Decision MakingDenoising | CodeCode Available | 0 |
| Survey on Human-Vehicle Interactions and AI Collaboration for Optimal Decision-Making in Automated Driving | Dec 11, 2024 | Decision Making | —Unverified | 0 |
| DocSum: Domain-Adaptive Pre-training for Document Abstractive Summarization | Dec 11, 2024 | Abstractive Text SummarizationDecision Making | —Unverified | 0 |
| Quantum-Cognitive Neural Networks: Assessing Confidence and Uncertainty with Human Decision-Making Simulations | Dec 11, 2024 | Decision Making | —Unverified | 0 |
| Using Large Language Models for Parametric Shape Optimization | Dec 11, 2024 | Decision MakingIn-Context Learning | —Unverified | 0 |
| HARP: Hesitation-Aware Reframing in Transformer Inference Pass | Dec 10, 2024 | Decision Making | CodeCode Available | 0 |
| Combining knowledge graphs and LLMs for hazardous chemical information management and reuse | Dec 10, 2024 | ChatbotDecision Making | —Unverified | 0 |
| Predictive Modeling of Homeless Service Assignment: A Representation Learning Approach | Dec 10, 2024 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Optimizing Sensor Redundancy in Sequential Decision-Making Problems | Dec 10, 2024 | Decision MakingOpenAI Gym | —Unverified | 0 |