| Voting or Consensus? Decision-Making in Multi-Agent Debate | Feb 26, 2025 | Decision MakingMMLU | CodeCode Available | 0 |
| Data-Efficient Multi-Agent Spatial Planning with LLMs | Feb 26, 2025 | Decision MakingWorld Knowledge | —Unverified | 0 |
| Learning Ensembles of Interpretable Simple Structure | Feb 26, 2025 | Decision Making | —Unverified | 0 |
| A Causal Lens for Evaluating Faithfulness Metrics | Feb 26, 2025 | Decision MakingFact Checking | —Unverified | 0 |
| CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators | Feb 26, 2025 | Decision Making | CodeCode Available | 1 |
| Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT | Feb 25, 2025 | ClassificationDecision Making | —Unverified | 0 |
| An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention Networks | Feb 25, 2025 | Decision MakingDeep Attention | CodeCode Available | 0 |
| A Collection of Innovations in Medical AI for patient records in 2024 | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| MAFE: Multi-Agent Fair Environments for Decision-Making Systems | Feb 25, 2025 | Decision MakingFairness | —Unverified | 0 |
| Heterogeneous Decision Making in Mixed Traffic: Uncertainty-aware Planning and Bounded Rationality | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| An Overview of Large Language Models for Statisticians | Feb 25, 2025 | Causal InferenceDecision Making | —Unverified | 0 |
| Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| Citrus: Leveraging Expert Cognitive Pathways in a Medical Language Model for Advanced Medical Decision Support | Feb 25, 2025 | Decision MakingDiagnostic | CodeCode Available | 2 |
| How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| Assessing Large Language Models in Agentic Multilingual National Bias | Feb 25, 2025 | Decision MakingDescriptive | —Unverified | 0 |
| Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management | Feb 25, 2025 | Decision MakingManagement | —Unverified | 0 |
| Debt Collection Negotiations with Large Language Models: An Evaluation System and Optimizing Decision Making with Multi-Agent | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems | Feb 25, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Certified Decisions | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| Geometric Properties and Graph-Based Optimization of Neural Networks: Addressing Non-Linearity, Dimensionality, and Scalability | Feb 24, 2025 | Decision MakingTransfer Learning | —Unverified | 0 |
| Encoding Inequity: Examining Demographic Bias in LLM-Driven Robot Caregiving | Feb 24, 2025 | Decision Making | —Unverified | 0 |
| Training a Generally Curious Agent | Feb 24, 2025 | Decision MakingEfficient Exploration | CodeCode Available | 1 |
| AIRIS2 : a Smart Gateway Diversity Algorithm for Very High-Throughput Satellite Systems | Feb 24, 2025 | Decision MakingDiversity | —Unverified | 0 |
| Policy Learning with a Natural Language Action Space: A Causal Approach | Feb 24, 2025 | Decision MakingQ-Learning | —Unverified | 0 |
| Robust Federated Learning with Global Sensitivity Estimation for Financial Risk Management | Feb 24, 2025 | Decision MakingFederated Learning | —Unverified | 0 |
| Predicting Liquidity-Aware Bond Yields using Causal GANs and Deep Reinforcement Learning with LLM Evaluation | Feb 24, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses | Feb 24, 2025 | Decision MakingSemantic Similarity | —Unverified | 0 |
| Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances | Feb 24, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Generative Models in Decision Making: A Survey | Feb 24, 2025 | Decision MakingSurvey | —Unverified | 0 |
| A Multi-LLM-Agent-Based Framework for Economic and Public Policy Analysis | Feb 24, 2025 | Decision Making | —Unverified | 0 |
| Rewards-based image analysis in microscopy | Feb 23, 2025 | Decision MakingDenoising | —Unverified | 0 |
| Reasoning within and between collective action problems | Feb 23, 2025 | Decision Making | —Unverified | 0 |
| Ensemble RL through Classifier Models: Enhancing Risk-Return Trade-offs in Trading Strategies | Feb 23, 2025 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Beyond Words: How Large Language Models Perform in Quantitative Management Problem-Solving | Feb 23, 2025 | Decision MakingManagement | —Unverified | 0 |
| Predicting Bad Goods Risk Scores with ARIMA Time Series: A Novel Risk Assessment Approach | Feb 23, 2025 | Decision MakingTime Series | —Unverified | 0 |
| PMAT: Optimizing Action Generation Order in Multi-Agent Reinforcement Learning | Feb 23, 2025 | Action GenerationDecision Making | CodeCode Available | 0 |
| The Hidden Strength of Disagreement: Unraveling the Consensus-Diversity Tradeoff in Adaptive Multi-Agent Systems | Feb 23, 2025 | Decision MakingDisaster Response | CodeCode Available | 0 |
| From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task | Feb 23, 2025 | Decision MakingNavigate | CodeCode Available | 0 |
| Function-coherent gambles | Feb 22, 2025 | Decision Making | —Unverified | 0 |
| Demand Forecasting for Electric Vehicle Charging Stations using Multivariate Time-Series Analysis | Feb 22, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |
| Risk-Averse Reinforcement Learning: An Optimal Transport Perspective on Temporal Difference Learning | Feb 22, 2025 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| A Brain-Inspired Perception-Decision Driving Model Based on Neural Pathway Anatomical Alignment | Feb 22, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| A Review of Causal Decision Making | Feb 22, 2025 | Decision Making | —Unverified | 0 |
| Human-AI Collaboration in Cloud Security: Cognitive Hierarchy-Driven Deep Reinforcement Learning | Feb 22, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Moving Beyond Medical Exam Questions: A Clinician-Annotated Dataset of Real-World Tasks and Ambiguity in Mental Healthcare | Feb 22, 2025 | Decision MakingMultiple-choice | CodeCode Available | 0 |
| Detecting Future-related Contexts of Entity Mentions | Feb 21, 2025 | Decision Making | —Unverified | 0 |
| Interaction-Aware Model Predictive Decision-Making for Socially-Compliant Autonomous Driving in Mixed Urban Traffic Scenarios | Feb 21, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Doctor-in-the-Loop: An Explainable, Multi-View Deep Learning Framework for Predicting Pathological Response in Non-Small Cell Lung Cancer | Feb 21, 2025 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning | Feb 21, 2025 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A Comprehensive Survey on the Trustworthiness of Large Language Models in Healthcare | Feb 21, 2025 | Decision MakingFairness | —Unverified | 0 |