| Modeling Attention during Dimensional Shifts with Counterfactual and Delayed Feedback | Jan 19, 2025 | counterfactualDecision Making | CodeCode Available | 0 |
| Fairness and Explainability: Bridging the Gap Towards Fair Model Explanations | Dec 7, 2022 | Decision MakingFairness | CodeCode Available | 0 |
| Clear the Fog: Combat Value Assessment in Incomplete Information Games with Convolutional Encoder-Decoders | Nov 30, 2018 | Decision MakingDecoder | CodeCode Available | 0 |
| Fairness and Missing Values | May 29, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| Bisimulation metric for Model Predictive Control | Oct 6, 2024 | Computational Efficiencycontinuous-control | CodeCode Available | 0 |
| Evaluating Robustness of Counterfactual Explanations | Mar 3, 2021 | counterfactualDecision Making | CodeCode Available | 0 |
| Improving Generalization in Reinforcement Learning Training Regimes for Social Robot Navigation | Aug 29, 2023 | Decision MakingNavigate | CodeCode Available | 0 |
| Quality Indicators for Preference-based Evolutionary Multi-objective Optimization Using a Reference Point: A Review and Analysis | Jan 28, 2023 | BenchmarkingDecision Making | CodeCode Available | 0 |
| Fairness Auditing with Multi-Agent Collaboration | Feb 13, 2024 | Decision MakingFairness | CodeCode Available | 0 |
| Reinforcement Learning-based Token Pruning in Vision Transformers: A Markov Game Approach | Mar 30, 2025 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Optimal decision making in robotic assembly and other trial-and-error tasks | Jan 25, 2023 | Decision Making | CodeCode Available | 0 |
| QUOTA: The Quantile Option Architecture for Reinforcement Learning | Nov 5, 2018 | Decision MakingDistributional Reinforcement Learning | CodeCode Available | 0 |
| A Knowledge Distillation Ensemble Framework for Predicting Short and Long-term Hospitalisation Outcomes from Electronic Health Records Data | Nov 18, 2020 | Decision MakingICU Admission | CodeCode Available | 0 |
| Fairness-Aware Online Personalization | Jul 30, 2020 | Cloud ComputingDecision Making | CodeCode Available | 0 |
| Classification with Costly Features using Deep Reinforcement Learning | Nov 20, 2017 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes | Feb 27, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Discovering User-Interpretable Capabilities of Black-Box Planning Agents | Jul 28, 2021 | AI AgentDecision Making | CodeCode Available | 0 |
| Balancing Rigor and Utility: Mitigating Cognitive Biases in Large Language Models for Multiple-Choice Questions | Jun 16, 2024 | Decision MakingLanguage Modelling | CodeCode Available | 0 |
| Decision Making in Non-Stationary Environments with Policy-Augmented Search | Jan 6, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Decision-making and control with diffractive optical networks | Dec 21, 2022 | Autonomous DrivingCar Racing | CodeCode Available | 0 |
| Decision Information Meets Large Language Models: The Future of Explainable Operations Research | Feb 14, 2025 | Decision Making | CodeCode Available | 0 |
| Classification with Costly Features as a Sequential Decision-Making Problem | Sep 5, 2019 | ClassificationClassification with Costly Features | CodeCode Available | 0 |
| Modeling Emotions and Ethics with Large Language Models | Apr 15, 2024 | Decision MakingEthics | CodeCode Available | 0 |
| Learning Versatile Skills with Curriculum Masking | Oct 23, 2024 | Decision MakingOffline RL | CodeCode Available | 0 |
| Not All Features Are Equal: Feature Leveling Deep Neural Networks for Better Interpretation | May 24, 2019 | AllDecision Making | CodeCode Available | 0 |
| Predicting students' performance in online courses using multiple data sources | Sep 7, 2021 | Decision Making | CodeCode Available | 0 |
| Predicting the Location of Bicycle-sharing Stations using OpenStreetMap Data | Nov 2, 2021 | Decision MakingTransfer Learning | CodeCode Available | 0 |
| Learning When to Treat Business Processes: Prescriptive Process Monitoring with Causal Inference and Reinforcement Learning | Mar 7, 2023 | Causal InferenceConformal Prediction | CodeCode Available | 0 |
| Decision-Focused Uncertainty Quantification | Oct 2, 2024 | Conformal PredictionDecision Making | CodeCode Available | 0 |
| Learning When-to-Treat Policies | May 23, 2019 | Decision Making | CodeCode Available | 0 |
| PlayBest: Professional Basketball Player Behavior Synthesis via Planning with Diffusion | Jun 7, 2023 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Modeling Human-AI Team Decision Making | Jan 8, 2022 | Decision Making | CodeCode Available | 0 |
| Optimal Experimental Design for Staggered Rollouts | Nov 9, 2019 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Learning with Expert Abstractions for Efficient Multi-Task Continuous Control | Mar 19, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Fairness in Multi-Task Learning via Wasserstein Barycenters | Jun 16, 2023 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Recurrent Sum-Product-Max Networks for Decision Making in Perfectly-Observed Environments | Jun 12, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Recursive classification of satellite imaging time-series: An application to land cover mapping | Jan 4, 2023 | ClassificationDecision Making | CodeCode Available | 0 |
| Classification and Feature Transformation with Fuzzy Cognitive Maps | Mar 8, 2021 | ClassificationDecision Making | CodeCode Available | 0 |
| Optimal Intermittent Particle Filter | Apr 13, 2022 | Combinatorial OptimizationDecision Making | CodeCode Available | 0 |
| Learn to Interpret Atari Agents | Dec 29, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement Learning on Human Decision Models for Uniquely Collaborative AI Teammates | Nov 18, 2021 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Program Synthesis Dialog Agents for Interactive Decision-Making | Feb 26, 2025 | Code GenerationDecision Making | CodeCode Available | 0 |
| LEFM-Nets: Learnable Explicit Feature Map Deep Networks for Segmentation of Histopathological Images of Frozen Sections | Apr 14, 2022 | Decision MakingSegmentation | CodeCode Available | 0 |
| Increasing performance of electric vehicles in ride-hailing services using deep reinforcement learning | Dec 7, 2019 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Decision-centric fairness: Evaluation and optimization for resource allocation problems | Apr 29, 2025 | Binary ClassificationDecision Making | CodeCode Available | 0 |
| Fairness Under Unawareness: Assessing Disparity When Protected Class Is Unobserved | Nov 27, 2018 | Decision MakingFairness | CodeCode Available | 0 |
| Bipedal Walking Robot using Deep Deterministic Policy Gradient | Jul 16, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Algorithms for Fairness in Sequential Decision Making | Jan 24, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| FairNN- Conjoint Learning of Fair Representations for Fair Decisions | Apr 5, 2020 | ClassificationDecision Making | CodeCode Available | 0 |