| Silence is Not Consensus: Disrupting Agreement Bias in Multi-Agent LLMs via Catfish Agent for Clinical Decision Making | May 27, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| FM-Planner: Foundation Model Guided Path Planning for Autonomous Drone Navigation | May 27, 2025 | BenchmarkingDecision Making | CodeCode Available | 1 |
| A Framework for Adversarial Analysis of Decision Support Systems Prior to Deployment | May 27, 2025 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| AI-Supported Platform for System Monitoring and Decision-Making in Nuclear Waste Management with Large Language Models | May 27, 2025 | Decision MakingManagement | —Unverified | 0 |
| Subtle Risks, Critical Failures: A Framework for Diagnosing Physical Safety of LLMs for Embodied Decision Making | May 26, 2025 | Decision Making | —Unverified | 0 |
| Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning | May 26, 2025 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 2 |
| SwarmThinkers: Learning Physically Consistent Atomic KMC Transitions at Scale | May 26, 2025 | Decision MakingGPU | —Unverified | 0 |
| An Explainable Diagnostic Framework for Neurodegenerative Dementias via Reinforcement-Optimized LLM Reasoning | May 26, 2025 | Decision MakingDiagnostic | —Unverified | 0 |
| Beyond Segmentation: Confidence-Aware and Debiased Estimation of Ratio-based Biomarkers | May 26, 2025 | Decision MakingPrognosis | —Unverified | 0 |
| Deriving Strategic Market Insights with Large Language Models: A Benchmark for Forward Counterfactual Generation | May 26, 2025 | counterfactualCounterfactual Reasoning | —Unverified | 0 |
| Attention! You Vision Language Model Could Be Maliciously Manipulated | May 26, 2025 | Decision MakingHallucination | —Unverified | 0 |
| Explanation User Interfaces: A Systematic Literature Review | May 26, 2025 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Amplifying Human Creativity and Problem Solving with AI Through Generative Collective Intelligence | May 25, 2025 | Decision Making | —Unverified | 0 |
| Towards Large Reasoning Models for Agriculture | May 25, 2025 | Decision Making | —Unverified | 0 |
| Structured Reinforcement Learning for Combinatorial Decision-Making | May 25, 2025 | Combinatorial OptimizationDecision Making | CodeCode Available | 1 |
| Learning to Explain: Prototype-Based Surrogate Models for LLM Classification | May 25, 2025 | Decision MakingSentence | —Unverified | 0 |
| A Necessary Step toward Faithfulness: Measuring and Improving Consistency in Free-Text Explanations | May 25, 2025 | Decision Making | —Unverified | 0 |
| CardioCoT: Hierarchical Reasoning for Multimodal Survival Analysis | May 25, 2025 | Decision MakingPrediction | —Unverified | 0 |
| DeCoDe: Defer-and-Complement Decision-Making via Decoupled Concept Bottleneck Models | May 25, 2025 | Decision Making | —Unverified | 0 |
| OptiMindTune: A Multi-Agent Framework for Intelligent Hyperparameter Optimization | May 25, 2025 | AutoMLDecision Making | CodeCode Available | 0 |
| Effort-aware Fairness: Incorporating a Philosophy-informed, Human-centered Notion of Effort into Algorithmic Fairness Metrics | May 25, 2025 | Decision MakingFairness | —Unverified | 0 |
| Cognitive Biases at Play? Insights from a Bayesian Game Framework | May 24, 2025 | Decision Making | —Unverified | 0 |
| Retrieval Augmented Decision-Making: A Requirements-Driven, Multi-Criteria Framework for Structured Decision Support | May 24, 2025 | Decision MakingRetrieval | —Unverified | 0 |
| Pedagogy-R1: Pedagogically-Aligned Reasoning Model with Balanced Educational Benchmark | May 24, 2025 | Decision MakingKnowledge Tracing | —Unverified | 0 |
| DDO: Dual-Decision Optimization via Multi-Agent Collaboration for LLM-Based Medical Consultation | May 24, 2025 | Decision MakingSequential Decision Making | —Unverified | 0 |