| An Introduction to Deep Reinforcement Learning | Nov 30, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Soft Actor-Critic Algorithms and Applications | Dec 13, 2018 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context | Jun 5, 2023 | Decision MakingTraveling Salesman Problem | CodeCode Available | 1 | 5 |
| EDITS: Modeling and Mitigating Data Bias for Graph Neural Networks | Aug 11, 2021 | Decision MakingFraud Detection | CodeCode Available | 1 | 5 |
| Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription | Feb 13, 2020 | Decision Makingreinforcement-learning | CodeCode Available | 1 | 5 |
| SPACE: A Python-based Simulator for Evaluating Decentralized Multi-Robot Task Allocation Algorithms | Sep 6, 2024 | Decision Making | CodeCode Available | 1 | 5 |
| Adversarial Attacks on Probabilistic Autoregressive Forecasting Models | Mar 8, 2020 | Decision MakingTime Series | CodeCode Available | 1 | 5 |
| Efficient Planning in a Compact Latent Action Space | Aug 22, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| CAVE: Cerebral Artery-Vein Segmentation in Digital Subtraction Angiography | Aug 3, 2022 | Decision MakingSegmentation | 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 |
