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| Leveraging Large Language Model for Automatic Evolving of Industrial Data-Centric R&D Cycle | Oct 17, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Studying the Effects of Sex-related Differences on Brain Age Prediction using brain MR Imaging | Oct 17, 2023 | Decision MakingExperimental Design | —Unverified | 0 |
| Accurate prediction of international trade flows: Leveraging knowledge graphs and their embeddings | Oct 17, 2023 | Decision MakingKnowledge Graph Embeddings | —Unverified | 0 |
| Spatially-resolved hyperlocal weather prediction and anomaly detection using IoT sensor networks and machine learning techniques | Oct 17, 2023 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Agent-Specific Effects: A Causal Effect Propagation Analysis in Multi-Agent MDPs | Oct 17, 2023 | counterfactualDecision Making | CodeCode Available | 0 |
| Keep Various Trajectories: Promoting Exploration of Ensemble Policies in Continuous Control | Oct 17, 2023 | continuous-controlContinuous Control | —Unverified | 0 |
| Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models | Oct 17, 2023 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Sensitivity-Aware Amortized Bayesian Inference | Oct 17, 2023 | Bayesian InferenceDecision Making | CodeCode Available | 0 |
| Advantages of Machine Learning in Bus Transport Analysis | Oct 16, 2023 | Decision Making | —Unverified | 0 |
| Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning | Oct 16, 2023 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Leveraging Knowledge Distillation for Efficient Deep Reinforcement Learning in Resource-Constrained Environments | Oct 16, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Bridging the Novice-Expert Gap via Models of Decision-Making: A Case Study on Remediating Math Mistakes | Oct 16, 2023 | Decision MakingMath | CodeCode Available | 1 |
| EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities | Oct 16, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 |
| Conformal Contextual Robust Optimization | Oct 16, 2023 | Conformal PredictionDecision Making | —Unverified | 0 |
| Prediction of Arabic Legal Rulings using Large Language Models | Oct 16, 2023 | Decision MakingPrediction | —Unverified | 0 |
| Economics unchained: Investigating the role of cryptocurrency, blockchain and intricacies of Bitcoin price fluctuations | Oct 15, 2023 | Decision Making | —Unverified | 0 |
| Alpha Elimination: Using Deep Reinforcement Learning to Reduce Fill-In during Sparse Matrix Decomposition | Oct 15, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| XRMDN: An Extended Recurrent Mixture Density Network for Short-Term Probabilistic Rider Demand Forecasting with High Volatility | Oct 15, 2023 | Decision MakingDemand Forecasting | —Unverified | 0 |
| On Statistical Learning of Branch and Bound for Vehicle Routing Optimization | Oct 15, 2023 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Can GPT-4V(ision) Serve Medical Applications? Case Studies on GPT-4V for Multimodal Medical Diagnosis | Oct 15, 2023 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Autonomous Tree-search Ability of Large Language Models | Oct 14, 2023 | Decision MakingSequential Decision Making | —Unverified | 0 |
| A Framework for Empowering Reinforcement Learning Agents with Causal Analysis: Enhancing Automated Cryptocurrency Trading | Oct 14, 2023 | Decision MakingFeature Engineering | —Unverified | 0 |
| Progressively Efficient Learning | Oct 13, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Bad Values but Good Behavior: Learning Highly Misspecified Bandits and MDPs | Oct 13, 2023 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Efficient Apple Maturity and Damage Assessment: A Lightweight Detection Model with GAN and Attention Mechanism | Oct 13, 2023 | Decision MakingModel Compression | —Unverified | 0 |
| Path To Gain Functional Transparency In Artificial Intelligence With Meaningful Explainability | Oct 13, 2023 | Decision MakingEthics | —Unverified | 0 |
| LLaMA Rider: Spurring Large Language Models to Explore the Open World | Oct 13, 2023 | Decision MakingMinecraft | —Unverified | 0 |
| Augmented Computational Design: Methodical Application of Artificial Intelligence in Generative Design | Oct 13, 2023 | Decision Making | —Unverified | 0 |
| Measuring the Stability of Process Outcome Predictions in Online Settings | Oct 13, 2023 | Decision MakingPredictive Process Monitoring | CodeCode Available | 0 |
| AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems | Oct 13, 2023 | Collaborative FilteringDecision Making | —Unverified | 0 |
| Fast & Efficient Learning of Bayesian Networks from Data: Knowledge Discovery and Causality | Oct 13, 2023 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios | Oct 12, 2023 | Board GamesDecision Making | —Unverified | 0 |
| How Does Artificial Intelligence Improve Human Decision-Making? Evidence from the AI-Powered Go Program | Oct 12, 2023 | Decision Making | —Unverified | 0 |
| Risk-informed Resilience Planning of Transmission Systems Against Ice Storms | Oct 12, 2023 | Decision Making | —Unverified | 0 |
| If our aim is to build morality into an artificial agent, how might we begin to go about doing so? | Oct 12, 2023 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation | Oct 12, 2023 | Decision MakingDomain Adaptation | —Unverified | 0 |
| XAI Benchmark for Visual Explanation | Oct 12, 2023 | Decision MakingExplainable artificial intelligence | —Unverified | 0 |
| Towards Running Time Analysis of Interactive Multi-objective Evolutionary Algorithms | Oct 12, 2023 | Decision MakingEvolutionary Algorithms | —Unverified | 0 |
| The Impact of Explanations on Fairness in Human-AI Decision-Making: Protected vs Proxy Features | Oct 12, 2023 | Decision MakingFairness | —Unverified | 0 |
| Generative Intrinsic Optimization: Intrinsic Control with Model Learning | Oct 12, 2023 | Decision MakingImitation Learning | —Unverified | 0 |
| Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles | Oct 12, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Visual Attention Prompted Prediction and Learning | Oct 12, 2023 | Cancer ClassificationDecision Making | CodeCode Available | 0 |
| Novelty Detection in Reinforcement Learning with World Models | Oct 12, 2023 | Decision MakingNovelty Detection | —Unverified | 0 |
| Examining the Potential and Pitfalls of ChatGPT in Science and Engineering Problem-Solving | Oct 12, 2023 | Decision Making | —Unverified | 0 |
| Question Answering for Electronic Health Records: A Scoping Review of datasets and models | Oct 12, 2023 | ArticlesDecision Making | —Unverified | 0 |
| From Large Language Models to Knowledge Graphs for Biomarker Discovery in Cancer | Oct 12, 2023 | ArticlesDecision Making | —Unverified | 0 |
| Tightening Bounds on Probabilities of Causation By Merging Datasets | Oct 12, 2023 | Decision Making | —Unverified | 0 |
| Octopus: Embodied Vision-Language Programmer from Environmental Feedback | Oct 12, 2023 | BenchmarkingCode Generation | CodeCode Available | 2 |
| Tree-Planner: Efficient Close-loop Task Planning with Large Language Models | Oct 12, 2023 | Decision MakingTask Planning | —Unverified | 0 |