| Driving Style Alignment for LLM-powered Driver Agent | Mar 17, 2024 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Driving Style Recognition Using Interval Type-2 Fuzzy Inference System and Multiple Experts Decision Making | Oct 26, 2021 | Decision MakingDescriptive | CodeCode Available | 1 | 5 |
| Rejecting Hallucinated State Targets during Planning | Oct 9, 2024 | Decision MakingOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| CARL-GT: Evaluating Causal Reasoning Capabilities of Large Language Models | Dec 23, 2024 | Decision MakingMath | CodeCode Available | 1 | 5 |
| ImageFlowNet: Forecasting Multiscale Image-Level Trajectories of Disease Progression with Irregularly-Sampled Longitudinal Medical Images | Jun 20, 2024 | Decision MakingMedical Image Analysis | CodeCode Available | 1 | 5 |
| Do the Rewards Justify the Means? Measuring Trade-Offs Between Rewards and Ethical Behavior in the MACHIAVELLI Benchmark | Apr 6, 2023 | Decision MakingEthics | CodeCode Available | 1 | 5 |
| Improving Recommendation Fairness via Data Augmentation | Feb 13, 2023 | Collaborative FilteringData Augmentation | CodeCode Available | 1 | 5 |
| Goal-directed graph construction using reinforcement learning | Jan 30, 2020 | Decision Makinggraph construction | CodeCode Available | 1 | 5 |
| In-Context Decision Transformer: Reinforcement Learning via Hierarchical Chain-of-Thought | May 31, 2024 | D4RLDecision Making | CodeCode Available | 1 | 5 |
| Causal-aware Large Language Models: Enhancing Decision-Making Through Learning, Adapting and Acting | May 30, 2025 | Decision Making | CodeCode Available | 1 | 5 |
| Injecting Planning-Awareness into Prediction and Detection Evaluation | Oct 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification | Aug 17, 2019 | Cancer ClassificationClassification | CodeCode Available | 1 | 5 |
| Integrating Clinical Knowledge into Concept Bottleneck Models | Jul 9, 2024 | Clinical KnowledgeDecision Making | CodeCode Available | 1 | 5 |
| Causal Discovery with Language Models as Imperfect Experts | Jul 5, 2023 | Causal DiscoveryDecision Making | CodeCode Available | 1 | 5 |
| Interpretable by Design: Learning Predictors by Composing Interpretable Queries | Jul 3, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| Interpretable Recommender System With Heterogeneous Information: A Geometric Deep Learning Perspective | Sep 20, 2020 | Decision MakingDeep Learning | CodeCode Available | 1 | 5 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| DORA: Exploring Outlier Representations in Deep Neural Networks | Jun 9, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation | Jul 21, 2021 | Accident AnticipationDecision Making | CodeCode Available | 1 | 5 |
| Causal thinking for decision making on Electronic Health Records: why and how | Aug 3, 2023 | Decision Makingvalid | CodeCode Available | 1 | 5 |
| ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models | Feb 14, 2023 | Decision MakingLesion Segmentation | CodeCode Available | 1 | 5 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 | 5 |
| A Justice-Based Framework for the Analysis of Algorithmic Fairness-Utility Trade-Offs | Jun 6, 2022 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Is Imitation All You Need? Generalized Decision-Making with Dual-Phase Training | Jul 16, 2023 | AllDecision Making | CodeCode Available | 1 | 5 |
| Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models | May 27, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling | Jan 28, 2023 | Decision MakingMinecraft | CodeCode Available | 1 | 5 |
| CFGPT: Chinese Financial Assistant with Large Language Model | Sep 19, 2023 | Decision MakingFinancial Analysis | CodeCode Available | 1 | 5 |
| CertRL: Formalizing Convergence Proofs for Value and Policy Iteration in Coq | Sep 23, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study | Jan 10, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making | Feb 5, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| An Objective Metric for Explainable AI: How and Why to Estimate the Degree of Explainability | Sep 11, 2021 | Decision MakingInformation Retrieval | CodeCode Available | 1 | 5 |
| K^2VAE: A Koopman-Kalman Enhanced Variational AutoEncoder for Probabilistic Time Series Forecasting | May 29, 2025 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 | 5 |
| Koopman Kernel Regression | May 25, 2023 | Decision Makingregression | CodeCode Available | 1 | 5 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 | 5 |
| Adaptive Stress Testing of Trajectory Predictions in Flight Management Systems | Nov 4, 2020 | Decision MakingManagement | CodeCode Available | 1 | 5 |
| Long-term drought prediction using deep neural networks based on geospatial weather data | Sep 12, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| GLAMOUR: Graph Learning over Macromolecule Representations | Mar 3, 2021 | Decision MakingDiversity | CodeCode Available | 1 | 5 |
| Language Guided Concept Bottleneck Models for Interpretable Continual Learning | Mar 30, 2025 | Continual LearningDecision Making | CodeCode Available | 1 | 5 |
| ChessGPT: Bridging Policy Learning and Language Modeling | Jun 15, 2023 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Do graph neural networks learn traditional jet substructure? | Nov 17, 2022 | Decision MakingJet Tagging | CodeCode Available | 1 | 5 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| Examining Inter-Consistency of Large Language Models Collaboration: An In-depth Analysis via Debate | May 19, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Divide and Conquer: Answering Questions with Object Factorization and Compositional Reasoning | Mar 18, 2023 | Decision MakingVisual Reasoning | CodeCode Available | 1 | 5 |
| Algorithmic Decision Making with Conditional Fairness | Jun 18, 2020 | Decision MakingFairness | CodeCode Available | 1 | 5 |
| Diverse and Admissible Trajectory Prediction through Multimodal Context Understanding | Aug 1, 2020 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| Domain Generalization via Rationale Invariance | Aug 22, 2023 | Decision MakingDomain Generalization | CodeCode Available | 1 | 5 |
| LASER: LLM Agent with State-Space Exploration for Web Navigation | Sep 15, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Dynamic Multi-Robot Task Allocation under Uncertainty and Temporal Constraints | May 27, 2020 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
