| Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction | Feb 28, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Personalized Causal Graph Reasoning for LLMs: A Case Study on Dietary Recommendations | Feb 28, 2025 | Common Sense Reasoningcounterfactual | —Unverified | 0 |
| Llamarine: Open-source Maritime Industry-specific Large Language Model | Feb 28, 2025 | Collision AvoidanceDecision Making | —Unverified | 0 |
| MedHallTune: An Instruction-Tuning Benchmark for Mitigating Medical Hallucination in Vision-Language Models | Feb 28, 2025 | Decision MakingHallucination | CodeCode Available | 0 |
| Advanced Deep Learning Techniques for Analyzing Earnings Call Transcripts: Methodologies and Applications | Feb 27, 2025 | Computational EfficiencyDecision Making | —Unverified | 0 |
| Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory | Feb 27, 2025 | Decision MakingFairness | —Unverified | 0 |
| Minds on the Move: Decoding Trajectory Prediction in Autonomous Driving with Cognitive Insights | Feb 27, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Non-Cooperative Games with Uncertainty | Feb 27, 2025 | Decision Making | —Unverified | 0 |
| Deep Reinforcement Learning based Autonomous Decision-Making for Cooperative UAVs: A Search and Rescue Real World Application | Feb 27, 2025 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Efficient Risk-sensitive Planning via Entropic Risk Measures | Feb 27, 2025 | Decision Making | —Unverified | 0 |
| Can a calibration metric be both testable and actionable? | Feb 27, 2025 | Decision Making | CodeCode Available | 0 |
| Program Synthesis Dialog Agents for Interactive Decision-Making | Feb 26, 2025 | Code GenerationDecision Making | CodeCode Available | 0 |
| Data-Efficient Multi-Agent Spatial Planning with LLMs | Feb 26, 2025 | Decision MakingWorld Knowledge | —Unverified | 0 |
| Voting or Consensus? Decision-Making in Multi-Agent Debate | Feb 26, 2025 | Decision MakingMMLU | CodeCode Available | 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 |
| WOFOSTGym: A Crop Simulator for Learning Annual and Perennial Crop Management Strategies | Feb 26, 2025 | Decision MakingManagement | CodeCode Available | 0 |
| Certified Decisions | Feb 25, 2025 | Decision 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 |
| Heterogeneous Decision Making in Mixed Traffic: Uncertainty-aware Planning and Bounded Rationality | Feb 25, 2025 | Decision Making | —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 |
| Global-Decision-Focused Neural ODEs for Proactive Grid Resilience Management | Feb 25, 2025 | Decision MakingManagement | —Unverified | 0 |
| A Collection of Innovations in Medical AI for patient records in 2024 | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| Generalized Decision Focused Learning under Imprecise Uncertainty--Theoretical Study | Feb 25, 2025 | Decision Making | —Unverified | 0 |
| Assessing Large Language Models in Agentic Multilingual National Bias | Feb 25, 2025 | Decision MakingDescriptive | —Unverified | 0 |