| MRCBert: A Machine Reading ComprehensionApproach for Unsupervised Summarization | May 1, 2021 | Decision MakingMachine Reading Comprehension | CodeCode Available | 0 |
| A Flow-Based Generative Model for Rare-Event Simulation | May 13, 2023 | Decision Making | CodeCode Available | 0 |
| Framing the Game: How Context Shapes LLM Decision-Making | Mar 5, 2025 | Decision Making | CodeCode Available | 0 |
| CoXQL: A Dataset for Parsing Explanation Requests in Conversational XAI Systems | Jun 12, 2024 | Decision MakingExplainable artificial intelligence | CodeCode Available | 0 |
| Plan To Predict: Learning an Uncertainty-Foreseeing Model for Model-Based Reinforcement Learning | Jan 20, 2023 | Decision Makingmodel | CodeCode Available | 0 |
| Optimizing Carbon Storage Operations for Long-Term Safety | Apr 19, 2023 | Decision Making | CodeCode Available | 0 |
| COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data | Apr 24, 2022 | Decision MakingInjury Prediction | CodeCode Available | 0 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Affordable Uplift: Supervised Randomization in Controlled Experiments | Oct 1, 2019 | Decision MakingMarketing | CodeCode Available | 0 |
| Predict Responsibly: Improving Fairness and Accuracy by Learning to Defer | Nov 17, 2017 | Decision MakingFairness | CodeCode Available | 0 |
| Locally Private Nonparametric Contextual Multi-armed Bandits | Mar 11, 2025 | Decision MakingMulti-Armed Bandits | CodeCode Available | 0 |
| Local Multi-Label Explanations for Random Forest | Jul 5, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Frequentist Uncertainty in Recurrent Neural Networks via Blockwise Influence Functions | Jun 20, 2020 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Quantifying the benefit of load uncertainty reduction for the design of district energy systems under grid constraints using the Value of Information | Dec 20, 2024 | Decision Making | CodeCode Available | 0 |
| Multi-Agent Advisor Q-Learning | Oct 26, 2021 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Interactive Learning with Corrective Feedback for Policies based on Deep Neural Networks | Sep 30, 2018 | Car RacingDecision Making | CodeCode Available | 0 |
| Interactively Learning Preference Constraints in Linear Bandits | Jun 10, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 0 |
| Interactively Teaching an Inverse Reinforcement Learner with Limited Feedback | Sep 16, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Interactive Machine Comprehension with Information Seeking Agents | Aug 27, 2019 | Decision MakingInformation Retrieval | CodeCode Available | 0 |
| Playing Against the Board: Rolling Horizon Evolutionary Algorithms Against Pandemic | Mar 28, 2021 | Board GamesDecision Making | CodeCode Available | 0 |
| Clustering-Based Representation Learning through Output Translation and Its Application to Remote--Sensing Images | Jul 13, 2021 | ClusteringDecision Making | CodeCode Available | 0 |
| From Biased Selective Labels to Pseudo-Labels: An Expectation-Maximization Framework for Learning from Biased Decisions | Jun 27, 2024 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Coupled Support Tensor Machine Classification for Multimodal Neuroimaging Data | Jan 19, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Optimizing Hearthstone Agents using an Evolutionary Algorithm | Oct 25, 2024 | Card GamesDecision Making | CodeCode Available | 0 |
| Multi-Agent-Based Urban Vegetation Design | Apr 28, 2020 | Decision Making | CodeCode Available | 0 |
| A Sequentially Fair Mechanism for Multiple Sensitive Attributes | Sep 12, 2023 | AttributeDecision Making | CodeCode Available | 0 |
| Better Safe than Sorry: Evidence Accumulation Allows for Safe Reinforcement Learning | Sep 24, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| Logical Specifications-guided Dynamic Task Sampling for Reinforcement Learning Agents | Feb 6, 2024 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Multi-Agent Collaboration in Incident Response with Large Language Models | Dec 1, 2024 | Decision Making | CodeCode Available | 0 |
| Optimizing Heat Alert Issuance with Reinforcement Learning | Dec 21, 2023 | Data AugmentationDecision Making | CodeCode Available | 0 |
| CHARMS: A Cognitive Hierarchical Agent for Reasoning and Motion Stylization in Autonomous Driving | Apr 3, 2025 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Interleaving Fast and Slow Decision Making | Oct 30, 2020 | Decision Making | CodeCode Available | 0 |
| Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selection | Aug 25, 2024 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Towards Logically Sound Natural Language Reasoning with Logic-Enhanced Language Model Agents | Aug 28, 2024 | Decision MakingFormal Logic | CodeCode Available | 0 |
| One Explanation to Rule them All -- Ensemble Consistent Explanations | May 18, 2022 | Allcounterfactual | CodeCode Available | 0 |
| LogicPrpBank: A Corpus for Logical Implication and Equivalence | Feb 14, 2024 | Decision Making | CodeCode Available | 0 |
| Playing Atari with Six Neurons | Jun 4, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Playing Hex and Counter Wargames using Reinforcement Learning and Recurrent Neural Networks | Feb 19, 2025 | Board GamesDecision Making | CodeCode Available | 0 |
| A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications | Jan 12, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| From Feature Importance to Natural Language Explanations Using LLMs with RAG | Jul 30, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| From Gameplay to Symbolic Reasoning: Learning SAT Solver Heuristics in the Style of Alpha(Go) Zero | Feb 14, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Modelling Bounded Rationality in Multi-Agent Interactions by Generalized Recursive Reasoning | Jan 26, 2019 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| From Hope to Safety: Unlearning Biases of Deep Models via Gradient Penalization in Latent Space | Aug 18, 2023 | Decision Making | CodeCode Available | 0 |
| Affective Medical Estimation and Decision Making via Visualized Learning and Deep Learning | May 9, 2022 | Decision MakingMemorization | CodeCode Available | 0 |
| Adversarial Medical Image with Hierarchical Feature Hiding | Dec 4, 2023 | Decision Making | CodeCode Available | 0 |
| Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses | Sep 15, 2020 | counterfactualDecision Making | CodeCode Available | 0 |
| Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making | Jun 8, 2021 | AttributeDecision Making | CodeCode Available | 0 |
| Real-World Dexterous Object Manipulation based Deep Reinforcement Learning | Nov 22, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Amortized Bayesian Experimental Design for Decision-Making | Nov 4, 2024 | Decision MakingExperimental Design | CodeCode Available | 0 |
| Interpretable breast cancer classification using CNNs on mammographic images | Aug 23, 2024 | Cancer ClassificationComputational Efficiency | CodeCode Available | 0 |