| Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems | Dec 15, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Hybrid Multi-agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems | Dec 14, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimal Planning of Hybrid Energy Storage Systems using Curtailed Renewable Energy through Deep Reinforcement Learning | Dec 12, 2022 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement Learning and Tree Search Methods for the Unit Commitment Problem | Dec 12, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| Super-resolution Probabilistic Rain Prediction from Satellite Data Using 3D U-Nets and EarthFormers | Dec 6, 2022 | Decision MakingPrediction | CodeCode Available | 1 |
| RLogist: Fast Observation Strategy on Whole-slide Images with Deep Reinforcement Learning | Dec 4, 2022 | BenchmarkingDecision Making | CodeCode Available | 1 |
| One Risk to Rule Them All: A Risk-Sensitive Perspective on Model-Based Offline Reinforcement Learning | Nov 30, 2022 | AllDecision Making | CodeCode Available | 1 |
| Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training | Nov 28, 2022 | Decision MakingMetric Learning | CodeCode Available | 1 |
| How Crucial is Transformer in Decision Transformer? | Nov 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Masked Autoencoding for Scalable and Generalizable Decision Making | Nov 23, 2022 | Decision MakingOffline RL | CodeCode Available | 1 |
| UniMASK: Unified Inference in Sequential Decision Problems | Nov 20, 2022 | Decision MakingSequential Decision Making | CodeCode Available | 1 |
| Do graph neural networks learn traditional jet substructure? | Nov 17, 2022 | Decision MakingJet Tagging | CodeCode Available | 1 |
| Towards Data-Driven Offline Simulations for Online Reinforcement Learning | Nov 14, 2022 | Decision Makingreinforcement-learning | CodeCode Available | 1 |
| TAPAS: a Toolbox for Adversarial Privacy Auditing of Synthetic Data | Nov 12, 2022 | Decision Making | CodeCode Available | 1 |
| SOTIF Entropy: Online SOTIF Risk Quantification and Mitigation for Autonomous Driving | Nov 8, 2022 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| Fair and Optimal Classification via Post-Processing | Nov 3, 2022 | AttributeClassification | CodeCode Available | 1 |
| CAMANet: Class Activation Map Guided Attention Network for Radiology Report Generation | Nov 2, 2022 | cross-modal alignmentDecision Making | CodeCode Available | 1 |
| Towards Versatile Embodied Navigation | Oct 30, 2022 | Decision MakingVision-Language Navigation | CodeCode Available | 1 |
| Beyond calibration: estimating the grouping loss of modern neural networks | Oct 28, 2022 | Decision Makingscoring rule | CodeCode Available | 1 |
| Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data | Oct 25, 2022 | Decision MakingDisease Trajectory Forecasting | CodeCode Available | 1 |
| fMRI from EEG is only Deep Learning away: the use of interpretable DL to unravel EEG-fMRI relationships | Oct 23, 2022 | Decision MakingEEG | CodeCode Available | 1 |
| Bayesian Optimization with Conformal Prediction Sets | Oct 22, 2022 | Active LearningBayesian Optimization | CodeCode Available | 1 |
| Pareto Set Learning for Expensive Multi-Objective Optimization | Oct 16, 2022 | Bayesian OptimizationDecision Making | CodeCode Available | 1 |
| WILD-SCAV: Benchmarking FPS Gaming AI on Unity3D-based Environments | Oct 14, 2022 | Atari GamesBenchmarking | CodeCode Available | 1 |
| Phantom -- A RL-driven multi-agent framework to model complex systems | Oct 12, 2022 | Decision MakingMulti-agent Reinforcement Learning | CodeCode Available | 1 |
