| From Large Language Models and Optimization to Decision Optimization CoPilot: A Research Manifesto | Feb 26, 2024 | Decision Making | —Unverified | 0 |
| Contingency Planning Using Bi-level Markov Decision Processes for Space Missions | Feb 26, 2024 | Decision Making | CodeCode Available | 0 |
| Cognitive Bias in Decision-Making with LLMs | Feb 25, 2024 | Decision Making | —Unverified | 0 |
| EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries | Feb 25, 2024 | Decision MakingQuestion Answering | CodeCode Available | 1 |
| How Can LLM Guide RL? A Value-Based Approach | Feb 25, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation | Feb 24, 2024 | Decision MakingInstruction Following | —Unverified | 0 |
| A mathematical model for simultaneous personnel shift planning and unrelated parallel machine scheduling | Feb 24, 2024 | Decision MakingScheduling | —Unverified | 0 |
| Foot In The Door: Understanding Large Language Model Jailbreaking via Cognitive Psychology | Feb 24, 2024 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Reward Design for Justifiable Sequential Decision-Making | Feb 24, 2024 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Predicting Outcomes in Video Games with Long Short Term Memory Networks | Feb 24, 2024 | Decision MakingTime Series | CodeCode Available | 0 |
| Concurrent Learning of Policy and Unknown Safety Constraints in Reinforcement Learning | Feb 24, 2024 | Bayesian OptimizationBilevel Optimization | —Unverified | 0 |
| Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study | Feb 24, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Is Offline Decision Making Possible with Only Few Samples? Reliable Decisions in Data-Starved Bandits via Trust Region Enhancement | Feb 24, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Statistical Games | Feb 24, 2024 | Decision Making | —Unverified | 0 |
| Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency | Feb 23, 2024 | Decision MakingFairness | —Unverified | 0 |
| Improving Explainable Object-induced Model through Uncertainty for Automated Vehicles | Feb 23, 2024 | Decision Making | —Unverified | 0 |
| Benchmarking the Robustness of Panoptic Segmentation for Automated Driving | Feb 23, 2024 | BenchmarkingDecision Making | —Unverified | 0 |
| MACRec: a Multi-Agent Collaboration Framework for Recommendation | Feb 23, 2024 | Conversational RecommendationDecision Making | CodeCode Available | 2 |
| Multi-Armed Bandits with Abstention | Feb 23, 2024 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Large Multimodal Agents: A Survey | Feb 23, 2024 | Decision MakingSurvey | CodeCode Available | 0 |
| Safety Optimized Reinforcement Learning via Multi-Objective Policy Optimization | Feb 23, 2024 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Information-Theoretic Safe Bayesian Optimization | Feb 23, 2024 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Unsupervised Domain Adaptation within Deep Foundation Latent Spaces | Feb 22, 2024 | Decision MakingDomain Adaptation | —Unverified | 0 |
| On the Performance of Empirical Risk Minimization with Smoothed Data | Feb 22, 2024 | Decision MakingSequential Decision Making | —Unverified | 0 |
| Parking of Connected Automated Vehicles: Vehicle Control, Parking Assignment, and Multi-agent Simulation | Feb 22, 2024 | Collision AvoidanceDecision Making | —Unverified | 0 |