| Early Lane Change Prediction for Automated Driving Systems Using Multi-Task Attention-based Convolutional Neural Networks | Sep 22, 2021 | Decision Making | CodeCode Available | 1 | 5 |
| Dynamic Causal Bayesian Optimization | Oct 26, 2021 | Bayesian OptimizationCausal Inference | CodeCode Available | 1 | 5 |
| Dynaformer: A Deep Learning Model for Ageing-aware Battery Discharge Prediction | Jun 1, 2022 | Decision MakingManagement | CodeCode Available | 1 | 5 |
| Algorithmic Recourse: from Counterfactual Explanations to Interventions | Feb 14, 2020 | counterfactualDecision Making | CodeCode Available | 1 | 5 |
| LegalAgentBench: Evaluating LLM Agents in Legal Domain | Dec 23, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration | Oct 3, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| Collaborative Decision Making Using Action Suggestions | Sep 27, 2022 | Decision Makingvalid | CodeCode Available | 1 | 5 |
| Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning with Shapley Values | Oct 4, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Addressing cognitive bias in medical language models | Feb 12, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation | Apr 14, 2021 | Bayesian InferenceDecision 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 |
| Linear Latent World Models in Simple Transformers: A Case Study on Othello-GPT | Oct 11, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets | Oct 10, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models | Apr 1, 2024 | Decision MakingLanguage Modeling | CodeCode Available | 1 | 5 |
| EDGE COVID-19: A Web Platform to generate submission-ready genomes for SARS-CoV-2 sequencing efforts | Jun 15, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| DuaLight: Enhancing Traffic Signal Control by Leveraging Scenario-Specific and Scenario-Shared Knowledge | Dec 22, 2023 | Decision MakingTraffic Signal Control | CodeCode Available | 1 | 5 |
| A friendly introduction to triangular transport | Mar 27, 2025 | Bayesian InferenceDecision Making | CodeCode Available | 1 | 5 |
| Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation | May 10, 2023 | Decision MakingGraph Neural Network | CodeCode Available | 1 | 5 |
| Approximate Inference in Discrete Distributions with Monte Carlo Tree Search and Value Functions | Oct 15, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 | 5 |
| Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models | Mar 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks | Aug 11, 2021 | Decision MakingFraud Detection | CodeCode Available | 1 | 5 |
| LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data | Jun 14, 2024 | BenchmarkingDecision Making | CodeCode Available | 1 | 5 |
| Emergent Coordination through Game-Induced Nonlinear Opinion Dynamics | Apr 5, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| Concept-level Debugging of Part-Prototype Networks | May 31, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| Conformal Alignment: Knowing When to Trust Foundation Models with Guarantees | May 16, 2024 | Decision MakingInformativeness | 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 |
| Alleviating Matthew Effect of Offline Reinforcement Learning in Interactive Recommendation | Jul 10, 2023 | Decision MakingInteractive Recommendation | CodeCode Available | 1 | 5 |
| Active Inference and Behavior Trees for Reactive Action Planning and Execution in Robotics | Nov 19, 2020 | Decision Making | CodeCode Available | 1 | 5 |
| A coevolutionary approach to deep multi-agent reinforcement learning | Apr 12, 2021 | Atari GamesDecision Making | CodeCode Available | 1 | 5 |
| Conditional-Flow NeRF: Accurate 3D Modelling with Reliable Uncertainty Quantification | Mar 18, 2022 | Autonomous DrivingDecision Making | CodeCode Available | 1 | 5 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 | 5 |
| MAS4POI: a Multi-Agents Collaboration System for Next POI Recommendation | Sep 5, 2024 | Decision MakingManagement | CodeCode Available | 1 | 5 |
| DRIVE: Deep Reinforced Accident Anticipation with Visual Explanation | Jul 21, 2021 | Accident AnticipationDecision Making | CodeCode Available | 1 | 5 |
| DORA: Exploring Outlier Representations in Deep Neural Networks | Jun 9, 2022 | Decision Making | CodeCode Available | 1 | 5 |
| Conformal Convolution and Monte Carlo Meta-learners for Predictive Inference of Individual Treatment Effects | Feb 7, 2024 | Decision MakingMarketing | CodeCode Available | 1 | 5 |
| Mastering Strategy Card Game (Legends of Code and Magic) via End-to-End Policy and Optimistic Smooth Fictitious Play | Mar 7, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Active Fire Detection in Landsat-8 Imagery: a Large-Scale Dataset and a Deep-Learning Study | Jan 9, 2021 | Decision MakingFire Detection | 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 |
| Measuring Association Between Labels and Free-Text Rationales | Oct 24, 2020 | Decision MakingFeature Importance | CodeCode Available | 1 | 5 |
| Conformal Time-series Forecasting | Dec 1, 2021 | Conformal PredictionDecision Making | 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 |
| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| ContainerGym: A Real-World Reinforcement Learning Benchmark for Resource Allocation | Jul 6, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| MedDec: A Dataset for Extracting Medical Decisions from Discharge Summaries | Aug 23, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents | Nov 6, 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 |
| Continuation Path Learning for Homotopy Optimization | Jul 24, 2023 | Decision Making | CodeCode Available | 1 | 5 |
| MedSTS: A Resource for Clinical Semantic Textual Similarity | Aug 28, 2018 | Decision MakingSemantic Similarity | CodeCode Available | 1 | 5 |
| Contrastive Variational Reinforcement Learning for Complex Observations | Aug 6, 2020 | Atari GamesContinuous Control | 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 |
