| The Medkit-Learn(ing) Environment: Medical Decision Modelling through Simulation | Jun 8, 2021 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Efficient Sampling in POMDPs with Lipschitz Bandits for Motion Planning in Continuous Spaces | Jun 8, 2021 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Don't Get Yourself into Trouble! Risk-aware Decision-Making for Autonomous Vehicles | Jun 8, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Curriculum Design for Teaching via Demonstrations: Theory and Applications | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | CodeCode Available | 0 |
| Dynamic Sparse Training for Deep Reinforcement Learning | Jun 8, 2021 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Interpretable and Low-Resource Entity Matching via Decoupling Feature Learning from Decision Making | Jun 8, 2021 | AttributeDecision Making | CodeCode Available | 0 |
| Time-series Imputation of Temporally-occluded Multiagent Trajectories | Jun 8, 2021 | Collision AvoidanceDecision Making | —Unverified | 0 |
| Targeted Active Learning for Bayesian Decision-Making | Jun 8, 2021 | Active LearningDecision Making | —Unverified | 0 |
| There Is No Turning Back: A Self-Supervised Approach for Reversibility-Aware Reinforcement Learning | Jun 8, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Stateful Strategic Regression | Jun 7, 2021 | Decision Makingregression | —Unverified | 0 |
| Stein ICP for Uncertainty Estimation in Point Cloud Matching | Jun 7, 2021 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Generalized Linear Bandits with Local Differential Privacy | Jun 7, 2021 | Decision MakingMulti-Armed Bandits | CodeCode Available | 1 |
| Meta-Learning Reliable Priors in the Function Space | Jun 6, 2021 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| ScheduleNet: Learn to solve multi-agent scheduling problems with reinforcement learning | Jun 6, 2021 | Decision MakingGraph Attention | CodeCode Available | 1 |
| Canonical Cortical Circuits and the Duality of Bayesian Inference and Optimal Control | Jun 5, 2021 | Bayesian InferenceDecision Making | —Unverified | 0 |
| Heuristic-Guided Reinforcement Learning | Jun 5, 2021 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Empirically Evaluating Creative Arc Negotiation for Improvisational Decision-making | Jun 5, 2021 | ARCDecision Making | —Unverified | 0 |
| Computer-Assisted Analysis of Biomedical Images | Jun 4, 2021 | Data IntegrationDecision Making | —Unverified | 0 |
| Be Considerate: Objectives, Side Effects, and Deciding How to Act | Jun 4, 2021 | Decision MakingReinforcement Learning (RL) | —Unverified | 0 |
| Towards Fairness Certification in Artificial Intelligence | Jun 4, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Prospective Observational Study to Investigate Performance of a Chest X-ray Artificial Intelligence Diagnostic Support Tool Across 12 U.S. Hospitals | Jun 3, 2021 | COVID-19 DiagnosisDecision Making | —Unverified | 0 |
| Adaptive Epidemic Forecasting and Community Risk Evaluation of COVID-19 | Jun 3, 2021 | BenchmarkingDecision Making | —Unverified | 0 |
| A Subspace-based Approach for Dimensionality Reduction and Important Variable Selection | Jun 3, 2021 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Lymph Node Graph Neural Networks for Cancer Metastasis Prediction | Jun 3, 2021 | Decision Making | —Unverified | 0 |
| Drivers' Manoeuvre Modelling and Prediction for Safe HRI | Jun 3, 2021 | Autonomous VehiclesDecision Making | —Unverified | 0 |
