| Provable Guarantees on the Robustness of Decision Rules to Causal Interventions | May 19, 2021 | Decision Making | CodeCode Available | 0 |
| Reinforcement Learning When All Actions are Not Always Available | Jun 5, 2019 | AllDecision Making | CodeCode Available | 0 |
| Addressing Myopic Constrained POMDP Planning with Recursive Dual Ascent | Mar 26, 2024 | Decision Making | CodeCode Available | 0 |
| Ecole: A Library for Learning Inside MILP Solvers | Apr 6, 2021 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 |
| Machine Teaching for Inverse Reinforcement Learning: Algorithms and Applications | May 20, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 0 |
| EconNLI: Evaluating Large Language Models on Economics Reasoning | Jul 1, 2024 | Decision MakingNatural Language Inference | CodeCode Available | 0 |
| Generative weather for improved crop model simulations | Mar 31, 2024 | Crop Yield PredictionDecision Making | CodeCode Available | 0 |
| Generator-Assistant Stepwise Rollback Framework for Large Language Model Agent | Mar 4, 2025 | Decision MakingLanguage Modeling | CodeCode Available | 0 |
| MAC-PO: Multi-Agent Experience Replay via Collective Priority Optimization | Feb 21, 2023 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Arbitrariness Lies Beyond the Fairness-Accuracy Frontier | Jun 15, 2023 | Decision MakingFairness | CodeCode Available | 0 |
| Overcoming Knowledge Barriers: Online Imitation Learning from Observation with Pretrained World Models | Apr 29, 2024 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Economic span selection of bridge based on deep reinforcement learning | Jul 9, 2024 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution | Apr 2, 2024 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| ECon: On the Detection and Resolution of Evidence Conflicts | Oct 5, 2024 | Decision MakingMisinformation | CodeCode Available | 0 |
| GENESIM: genetic extraction of a single, interpretable model | Nov 17, 2016 | Decision MakingInterpretable Machine Learning | CodeCode Available | 0 |
| Causal Explanations for Sequential Decision-Making in Multi-Agent Systems | Feb 21, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots | Oct 8, 2024 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| I Prefer not to Say: Protecting User Consent in Models with Optional Personal Data | Oct 25, 2022 | Data AugmentationDecision Making | CodeCode Available | 0 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| Causal Responsibility Attribution for Human-AI Collaboration | Nov 5, 2024 | Attributecounterfactual | CodeCode Available | 0 |
| Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems | Oct 22, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Edge-Computing-Enabled Deep Learning Approach for Low-Light Satellite Image Enhancement | Jan 23, 2024 | Decision MakingDecoder | CodeCode Available | 0 |
| Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem | Nov 6, 2022 | Decision Making | CodeCode Available | 0 |
| Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study | Sep 1, 2021 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Multimodal Graph Learning for Modeling Emerging Pandemics with Big Data | Oct 23, 2023 | Decision MakingGraph Learning | CodeCode Available | 0 |
