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| BeTAIL: Behavior Transformer Adversarial Imitation Learning from Human Racing Gameplay | Feb 22, 2024 | Autonomous RacingDecision Making | —Unverified | 0 |
| We Choose to Go to Space: Agent-driven Human and Multi-Robot Collaboration in Microgravity | Feb 22, 2024 | Decision Making | —Unverified | 0 |
| Reframing the Expected Free Energy: Four Formulations and a Unification | Feb 22, 2024 | Decision Making | —Unverified | 0 |
| Model-Based Reinforcement Learning Control of Reaction-Diffusion Problems | Feb 22, 2024 | Decision MakingModel-based Reinforcement Learning | —Unverified | 0 |
| Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models | Feb 22, 2024 | Decision MakingRobot Manipulation | —Unverified | 0 |
| Computation Offloading for Multi-server Multi-access Edge Vehicular Networks: A DDQN-based Method | Feb 21, 2024 | Decision MakingEdge-computing | —Unverified | 0 |
| Self-Supervised Interpretable End-to-End Learning via Latent Functional Modularity | Feb 21, 2024 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness | Feb 21, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| PCA-Bench: Evaluating Multimodal Large Language Models in Perception-Cognition-Action Chain | Feb 21, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 2 |
| Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping | Feb 21, 2024 | Decision MakingDecoder | CodeCode Available | 3 |
| A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making | Feb 21, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Analyizing the Conjunction Fallacy as a Fact | Feb 21, 2024 | Decision Making | —Unverified | 0 |
| Mastering the Game of Guandan with Deep Reinforcement Learning and Behavior Regulating | Feb 21, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| SaGE: Evaluating Moral Consistency in Large Language Models | Feb 21, 2024 | Decision MakingHellaSwag | CodeCode Available | 0 |
| Efficient Normalized Conformal Prediction and Uncertainty Quantification for Anti-Cancer Drug Sensitivity Prediction with Deep Regression Forests | Feb 21, 2024 | Conformal PredictionDecision Making | —Unverified | 0 |
| Deep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions | Feb 21, 2024 | Decision MakingImitation Learning | CodeCode Available | 2 |
| Voice-Driven Mortality Prediction in Hospitalized Heart Failure Patients: A Machine Learning Approach Enhanced with Diagnostic Biomarkers | Feb 21, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Social Environment Design | Feb 21, 2024 | Decision Making | CodeCode Available | 0 |
| Generative Probabilistic Time Series Forecasting and Applications in Grid Operations | Feb 21, 2024 | Decision MakingProbabilistic Time Series Forecasting | —Unverified | 0 |
| Hybrid Reasoning Based on Large Language Models for Autonomous Car Driving | Feb 21, 2024 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| PRECISE Framework: GPT-based Text For Improved Readability, Reliability, and Understandability of Radiology Reports For Patient-Centered Care | Feb 20, 2024 | Decision Making | —Unverified | 0 |
| OpenHEXAI: An Open-Source Framework for Human-Centered Evaluation of Explainable Machine Learning | Feb 20, 2024 | Decision MakingFairness | —Unverified | 0 |
| Referee-Meta-Learning for Fast Adaptation of Locational Fairness | Feb 20, 2024 | Decision MakingFairness | —Unverified | 0 |
| Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers | Feb 20, 2024 | Decision MakingDecoder | —Unverified | 0 |
| MORE-3S:Multimodal-based Offline Reinforcement Learning with Shared Semantic Spaces | Feb 20, 2024 | Decision MakingOffline RL | CodeCode Available | 0 |
| What if LLMs Have Different World Views: Simulating Alien Civilizations with LLM-based Agents | Feb 20, 2024 | Decision Making | CodeCode Available | 0 |
| Testing Calibration in Nearly-Linear Time | Feb 20, 2024 | Decision Making | CodeCode Available | 0 |
| Reflect-RL: Two-Player Online RL Fine-Tuning for LMs | Feb 20, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Are LLMs Rational Investors? A Study on Detecting and Reducing the Financial Bias in LLMs | Feb 20, 2024 | Decision MakingFinancial Analysis | —Unverified | 0 |
| XRL-Bench: A Benchmark for Evaluating and Comparing Explainable Reinforcement Learning Techniques | Feb 20, 2024 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 1 |
| Analyzing Operator States and the Impact of AI-Enhanced Decision Support in Control Rooms: A Human-in-the-Loop Specialized Reinforcement Learning Framework for Intervention Strategies | Feb 20, 2024 | Chemical ProcessDecision Making | CodeCode Available | 0 |
| Align Your Intents: Offline Imitation Learning via Optimal Transport | Feb 20, 2024 | D4RLDecision Making | —Unverified | 0 |
| Random Graph Set and Evidence Pattern Reasoning Model | Feb 20, 2024 | Decision Makingmodel | —Unverified | 0 |
| Multimodal Fusion of EHR in Structures and Semantics: Integrating Clinical Records and Notes with Hypergraph and LLM | Feb 19, 2024 | Decision MakingRepresentation Learning | —Unverified | 0 |
| Applying News and Media Sentiment Analysis for Generating Forex Trading Signals | Feb 19, 2024 | ArticlesDecision Making | —Unverified | 0 |
| Artifacts or Abduction: How Do LLMs Answer Multiple-Choice Questions Without the Question? | Feb 19, 2024 | Decision MakingMemorization | CodeCode Available | 0 |
| Towards AI-Based Precision Oncology: A Machine Learning Framework for Personalized Counterfactual Treatment Suggestions based on Multi-Omics Data | Feb 19, 2024 | counterfactualDecision Making | —Unverified | 0 |
| Synthetic location trajectory generation using categorical diffusion models | Feb 19, 2024 | BenchmarkingDecision Making | CodeCode Available | 0 |
| UniST: A Prompt-Empowered Universal Model for Urban Spatio-Temporal Prediction | Feb 19, 2024 | Decision MakingManagement | CodeCode Available | 3 |
| Statistical Test on Diffusion Model-based Anomaly Detection by Selective Inference | Feb 19, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Multi-View Conformal Learning for Heterogeneous Sensor Fusion | Feb 19, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Two Online Map Matching Algorithms Based on Analytic Hierarchy Process and Fuzzy Logic | Feb 19, 2024 | Decision Making | —Unverified | 0 |
| All Language Models Large and Small | Feb 19, 2024 | AllDecision Making | —Unverified | 0 |
| Examining Monitoring System: Detecting Abnormal Behavior In Online Examinations | Feb 19, 2024 | Decision Making | —Unverified | 0 |
| MM-SurvNet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion | Feb 19, 2024 | Decision MakingManagement | —Unverified | 0 |
| Stackelberg reinsurance and premium decisions with MV criterion and irreversibility | Feb 18, 2024 | Decision Making | —Unverified | 0 |
| Pattern-wise Transparent Sequential Recommendation | Feb 18, 2024 | Decision MakingRecommendation Systems | —Unverified | 0 |
| EndoOOD: Uncertainty-aware Out-of-distribution Detection in Capsule Endoscopy Diagnosis | Feb 18, 2024 | Decision MakingDiagnostic | —Unverified | 0 |
| Self-evolving Autoencoder Embedded Q-Network | Feb 18, 2024 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |