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| Safe Decision-making for Lane-change of Autonomous Vehicles via Human Demonstration-aided Reinforcement Learning | Jul 1, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Forecasting Future World Events with Neural Networks | Jun 30, 2022 | Decision MakingDiversity | CodeCode Available | 1 |
| A Validity Perspective on Evaluating the Justified Use of Data-driven Decision-making Algorithms | Jun 30, 2022 | Decision Making | —Unverified | 0 |
| Mastering the Game of Stratego with Model-Free Multiagent Reinforcement Learning | Jun 30, 2022 | Board GamesDecision Making | —Unverified | 0 |
| Depth-CUPRL: Depth-Imaged Contrastive Unsupervised Prioritized Representations in Reinforcement Learning for Mapless Navigation of Unmanned Aerial Vehicles | Jun 30, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Watch and Match: Supercharging Imitation with Regularized Optimal Transport | Jun 30, 2022 | Decision MakingImitation Learning | —Unverified | 0 |
| Variational Inference for Additive Main and Multiplicative Interaction Effects Models | Jun 29, 2022 | Decision MakingVariational Inference | —Unverified | 0 |
| TE2Rules: Explaining Tree Ensembles using Rules | Jun 29, 2022 | Binary ClassificationDecision Making | CodeCode Available | 1 |
| Computer-aided diagnosis and prediction in brain disorders | Jun 29, 2022 | BenchmarkingDecision Making | —Unverified | 0 |
| Reinforcement Learning Based Dynamic Model Combination for Time Series Forecasting | Jun 28, 2022 | Decision MakingEnsemble Learning | —Unverified | 0 |
| Generalized Policy Improvement Algorithms with Theoretically Supported Sample Reuse | Jun 28, 2022 | Continuous ControlDecision Making | CodeCode Available | 1 |
| Utility Theory for Sequential Decision Making | Jun 27, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| On the Complexity of Adversarial Decision Making | Jun 27, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Human-AI Collaboration in Decision-Making: Beyond Learning to Defer | Jun 27, 2022 | Decision MakingFairness | —Unverified | 0 |
| Parametrically Retargetable Decision-Makers Tend To Seek Power | Jun 27, 2022 | Decision MakingMontezuma's Revenge | —Unverified | 0 |
| Predicting the Need for Blood Transfusion in Intensive Care Units with Reinforcement Learning | Jun 26, 2022 | Decision MakingQ-Learning | —Unverified | 0 |
| APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain | Jun 26, 2022 | Decision MakingFederated Learning | —Unverified | 0 |
| Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches | Jun 26, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| AGENT: An Adaptive Grouping Entrapping Method of Flocking Systems | Jun 25, 2022 | Decision Making | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Opponent Modeling for Distributed Multi-agent Cooperation | Jun 25, 2022 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| The Amenability Framework: Rethinking Causal Ordering Without Estimating Causal Effects | Jun 25, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Improving Data-driven Heterogeneous Treatment Effect Estimation Under Structure Uncertainty | Jun 25, 2022 | Decision Makingfeature selection | CodeCode Available | 0 |
| Mitigating sampling bias in risk-based active learning via an EM algorithm | Jun 25, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning | Jun 25, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
