| Compositional Concept-Based Neuron-Level Interpretability for Deep Reinforcement Learning | Feb 2, 2025 | continuous-controlContinuous Control | —Unverified | 0 |
| Meta-Prompt Optimization for LLM-Based Sequential Decision Making | Feb 2, 2025 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization | Feb 2, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Doubly Robust Monte Carlo Tree Search | Feb 1, 2025 | Decision Making | —Unverified | 0 |
| Stochastic Linear Bandits with Latent Heterogeneity | Feb 1, 2025 | Decision Makingparameter estimation | —Unverified | 0 |
| A Differentiated Reward Method for Reinforcement Learning based Multi-Vehicle Cooperative Decision-Making Algorithms | Feb 1, 2025 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| MarketSenseAI 2.0: Enhancing Stock Analysis through LLM Agents | Feb 1, 2025 | Decision MakingFinancial Analysis | —Unverified | 0 |
| INSIGHT: Enhancing Autonomous Driving Safety through Vision-Language Models on Context-Aware Hazard Detection and Edge Case Evaluation | Feb 1, 2025 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Neuro-LIFT: A Neuromorphic, LLM-based Interactive Framework for Autonomous Drone FlighT at the Edge | Jan 31, 2025 | Autonomous NavigationDecision Making | —Unverified | 0 |
| A Comprehensive Review: Applicability of Deep Neural Networks in Business Decision Making and Market Prediction Investment | Jan 31, 2025 | Algorithmic TradingDecision Making | —Unverified | 0 |
| Offline Learning for Combinatorial Multi-armed Bandits | Jan 31, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| CoSTI: Consistency Models for (a faster) Spatio-Temporal Imputation | Jan 31, 2025 | Decision MakingDenoising | CodeCode Available | 0 |
| Towards Adaptive Self-Improvement for Smarter Energy Systems | Jan 31, 2025 | Code GenerationDecision Making | —Unverified | 0 |
| Frame-dependent Random Utility | Jan 31, 2025 | Decision Making | —Unverified | 0 |
| Do LLMs Strategically Reveal, Conceal, and Infer Information? A Theoretical and Empirical Analysis in The Chameleon Game | Jan 31, 2025 | Decision MakingLarge Language Model | CodeCode Available | 0 |
| Evaluating Deep Human-in-the-Loop Optimization for Retinal Implants Using Sighted Participants | Jan 31, 2025 | Decision Making | —Unverified | 0 |
| Advancing Personalized Federated Learning: Integrative Approaches with AI for Enhanced Privacy and Customization | Jan 30, 2025 | Decision MakingFederated Learning | —Unverified | 0 |
| Bandits with Anytime Knapsacks | Jan 30, 2025 | Decision Making | —Unverified | 0 |
| Using Computer Vision for Skin Disease Diagnosis in Bangladesh Enhancing Interpretability and Transparency in Deep Learning Models for Skin Cancer Classification | Jan 30, 2025 | Cancer ClassificationDecision Making | —Unverified | 0 |
| Zero-shot Large Language Models for Long Clinical Text Summarization with Temporal Reasoning | Jan 30, 2025 | Decision MakingText Summarization | —Unverified | 0 |
| Contextual Online Decision Making with Infinite-Dimensional Functional Regression | Jan 30, 2025 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Deceptive Sequential Decision-Making via Regularized Policy Optimization | Jan 30, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Exploring Potential Prompt Injection Attacks in Federated Military LLMs and Their Mitigation | Jan 30, 2025 | Decision MakingFederated Learning | —Unverified | 0 |
| MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding | Jan 30, 2025 | BenchmarkingDecision Making | —Unverified | 0 |
| Normative Evaluation of Large Language Models with Everyday Moral Dilemmas | Jan 30, 2025 | Decision Making | —Unverified | 0 |
| Statistical multi-metric evaluation and visualization of LLM system predictive performance | Jan 30, 2025 | Code GenerationDecision Making | —Unverified | 0 |
| Economic Rationality under Specialization: Evidence of Decision Bias in AI Agents | Jan 30, 2025 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Is Conversational XAI All You Need? Human-AI Decision Making With a Conversational XAI Assistant | Jan 29, 2025 | AllDecision Making | CodeCode Available | 0 |
| Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces | Jan 29, 2025 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Decision-Theoretic Approaches in Learning-Augmented Algorithms | Jan 29, 2025 | Decision MakingScheduling | —Unverified | 0 |
| LEKA:LLM-Enhanced Knowledge Augmentation | Jan 29, 2025 | Decision MakingTransfer Learning | —Unverified | 0 |
| ASAP: Learning Generalizable Online Bin Packing via Adaptive Selection After Pruning | Jan 29, 2025 | 3D Bin PackingDecision Making | —Unverified | 0 |
| Actions Speak Louder than Words: Agent Decisions Reveal Implicit Biases in Language Models | Jan 29, 2025 | Decision MakingFairness | —Unverified | 0 |
| Better Slow than Sorry: Introducing Positive Friction for Reliable Dialogue Systems | Jan 28, 2025 | Decision MakingFriction | —Unverified | 0 |
| RDMM: Fine-Tuned LLM Models for On-Device Robotic Decision Making with Enhanced Contextual Awareness in Specific Domains | Jan 28, 2025 | Decision Makingspeech-recognition | CodeCode Available | 0 |
| Engaging with AI: How Interface Design Shapes Human-AI Collaboration in High-Stakes Decision-Making | Jan 28, 2025 | Decision Making | —Unverified | 0 |
| Towards Resource-Efficient Compound AI Systems | Jan 28, 2025 | Decision MakingManagement | —Unverified | 0 |
| WASUP: Interpretable Classification with Weight-Input Alignment and Class-Discriminative SUPports Vectors | Jan 28, 2025 | Decision MakingMulti-Label Classification | —Unverified | 0 |
| Impact and influence of modern AI in metadata management | Jan 28, 2025 | Decision MakingManagement | —Unverified | 0 |
| Open-Source Retrieval Augmented Generation Framework for Retrieving Accurate Medication Insights from Formularies for African Healthcare Workers | Jan 28, 2025 | ChatbotDecision Making | —Unverified | 0 |
| Safe Gradient Flow for Bilevel Optimization | Jan 27, 2025 | Bilevel OptimizationDecision Making | CodeCode Available | 0 |
| Integrating Probabilistic Trees and Causal Networks for Clinical and Epidemiological Data | Jan 27, 2025 | Decision MakingSensitivity | —Unverified | 0 |
| Value-oriented forecast reconciliation for renewables in electricity markets | Jan 27, 2025 | Decision Makingenergy trading | —Unverified | 0 |
| Towards Explainable Multimodal Depression Recognition for Clinical Interviews | Jan 27, 2025 | Decision MakingDepression Detection | CodeCode Available | 0 |
| Enhancing Visual Inspection Capability of Multi-Modal Large Language Models on Medical Time Series with Supportive Conformalized and Interpretable Small Specialized Models | Jan 27, 2025 | Arrhythmia DetectionConformal Prediction | CodeCode Available | 0 |
| RLER-TTE: An Efficient and Effective Framework for En Route Travel Time Estimation with Reinforcement Learning | Jan 26, 2025 | Decision MakingTravel Time Estimation | —Unverified | 0 |
| Amortized Safe Active Learning for Real-Time Data Acquisition: Pretrained Neural Policies from Simulated Nonparametric Functions | Jan 26, 2025 | Active LearningDecision Making | —Unverified | 0 |
| Preventing Household Bankruptcy: The One-Third Rule in Financial Planning with Mathematical Validation and Game-Theoretic Insights | Jan 26, 2025 | Decision Making | —Unverified | 0 |
| Foundations of a Knee Joint Digital Twin from qMRI Biomarkers for Osteoarthritis and Knee Replacement | Jan 26, 2025 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| The Potential of Large Language Models in Supply Chain Management: Advancing Decision-Making, Efficiency, and Innovation | Jan 26, 2025 | Decision MakingDemand Forecasting | —Unverified | 0 |