| OpenGridGym: An Open-Source AI-Friendly Toolkit for Distribution Market Simulation | Mar 6, 2022 | Decision Making | CodeCode Available | 1 |
| Modelplasticity and Abductive Decision Making | Mar 6, 2022 | AllDecision Making | —Unverified | 0 |
| Boosting human decision-making with AI-generated decision aids | Mar 5, 2022 | Decision Making | CodeCode Available | 0 |
| Important Object Identification with Semi-Supervised Learning for Autonomous Driving | Mar 5, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Boosting the Learning for Ranking Patterns | Mar 5, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Gene-Environment Interplay in the Social Sciences | Mar 4, 2022 | Decision Making | —Unverified | 0 |
| Reinforcement Learning in Modern Biostatistics: Constructing Optimal Adaptive Interventions | Mar 4, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| Social Opinion Formation and Decision Making Under Communication Trends | Mar 4, 2022 | Decision Making | —Unverified | 0 |
| Quantification of emotions in decision making | Mar 4, 2022 | Decision Making | —Unverified | 0 |
| DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local Explanations | Mar 3, 2022 | Decision MakingDisentanglement | CodeCode Available | 1 |
| Reasoning about Counterfactuals to Improve Human Inverse Reinforcement Learning | Mar 3, 2022 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Quantum Reinforcement Learning via Policy Iteration | Mar 3, 2022 | Decision Makingreinforcement-learning | —Unverified | 0 |
| Random Quantum Neural Networks (RQNN) for Noisy Image Recognition | Mar 3, 2022 | Decision Makingimage-classification | CodeCode Available | 1 |
| TAE: A Semi-supervised Controllable Behavior-aware Trajectory Generator and Predictor | Mar 2, 2022 | Decision MakingPrediction | —Unverified | 0 |
| Linear Stochastic Bandits over a Bit-Constrained Channel | Mar 2, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Adaptive Discriminative Regularization for Visual Classification | Mar 2, 2022 | ClassificationContrastive Learning | —Unverified | 0 |
| System Cards for AI-Based Decision-Making for Public Policy | Mar 1, 2022 | Decision MakingFace Recognition | —Unverified | 0 |
| Awareness and use of quantitative decision-making methods in pharmaceutical development | Mar 1, 2022 | Decision Making | —Unverified | 0 |
| E-LANG: Energy-Based Joint Inferencing of Super and Swift Language Models | Mar 1, 2022 | Decision MakingModel Compression | —Unverified | 0 |
| Hierarchical Reinforcement Learning with AI Planning Models | Mar 1, 2022 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Distributional Reinforcement Learning for Scheduling of Chemical Production Processes | Mar 1, 2022 | Decision MakingDistributional Reinforcement Learning | —Unverified | 0 |
| Recovery of Missing Sensor Data by Reconstructing Time-varying Graph Signals | Mar 1, 2022 | Decision Making | CodeCode Available | 0 |
| TANDEM: Learning Joint Exploration and Decision Making with Tactile Sensors | Mar 1, 2022 | Decision MakingEfficient Exploration | —Unverified | 0 |
| T^3 OMVP: A Transformer-based Time and Team Reinforcement Learning Scheme for Observation-constrained Multi-Vehicle Pursuit in Urban Area | Mar 1, 2022 | Decision Making | CodeCode Available | 0 |
| LISA: Learning Interpretable Skill Abstractions from Language | Feb 28, 2022 | Decision MakingImitation Learning | CodeCode Available | 0 |
| Evaluation of non-pharmaceutical interventions and optimal strategies for containing the COVID-19 pandemic | Feb 28, 2022 | Decision Making | —Unverified | 0 |
| Decisions over Sequences | Feb 28, 2022 | Decision Making | —Unverified | 0 |
| Elliptical Slice Sampling for Probabilistic Verification of Stochastic Systems with Signal Temporal Logic Specifications | Feb 28, 2022 | Decision MakingMotion Planning | —Unverified | 0 |
| Chance-constrained OPF: A Distributed Method with Confidentiality Preservation | Feb 28, 2022 | Decision Making | —Unverified | 0 |
| Bayesian Active Learning for Discrete Latent Variable Models | Feb 27, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Federated Online Sparse Decision Making | Feb 27, 2022 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| The Quest for a Common Model of the Intelligent Decision Maker | Feb 26, 2022 | Decision Making | —Unverified | 0 |
| Off-Policy Evaluation with Policy-Dependent Optimization Response | Feb 25, 2022 | Causal InferenceDecision Making | —Unverified | 0 |
| ciscNet -- A Single-Branch Cell Instance Segmentation and Classification Network | Feb 25, 2022 | ClassificationDecision Making | —Unverified | 0 |
| On Learning and Testing of Counterfactual Fairness through Data Preprocessing | Feb 25, 2022 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search | Feb 25, 2022 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Explanatory Paradigms in Neural Networks | Feb 24, 2022 | Decision Making | CodeCode Available | 0 |
| An NLP Solution to Foster the Use of Information in Electronic Health Records for Efficiency in Decision-Making in Hospital Care | Feb 24, 2022 | Decision Making | —Unverified | 0 |
| Robust Probabilistic Time Series Forecasting | Feb 24, 2022 | Decision MakingProbabilistic Time Series Forecasting | CodeCode Available | 1 |
| Self-organising Urban Traffic control on micro-level using Reinforcement Learning and Agent-based Modelling | Feb 24, 2022 | Decision Making | —Unverified | 0 |
| Simulating Network Paths with Recurrent Buffering Units | Feb 23, 2022 | Decision MakingSequential Decision Making | —Unverified | 0 |
| The Need for Interpretable Features: Motivation and Taxonomy | Feb 23, 2022 | Decision Making | —Unverified | 0 |
| Cooperative Behavior Planning for Automated Driving using Graph Neural Networks | Feb 23, 2022 | Decision MakingGraph Neural Network | —Unverified | 0 |
| NeuroView-RNN: It's About Time | Feb 23, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Integration of neural network and fuzzy logic decision making compared with bilayered neural network in the simulation of daily dew point temperature | Feb 23, 2022 | Decision Making | —Unverified | 0 |
| Enabling Efficient Deep Convolutional Neural Network-based Sensor Fusion for Autonomous Driving | Feb 22, 2022 | Autonomous DrivingDecision Making | —Unverified | 0 |
| UncertaINR: Uncertainty Quantification of End-to-End Implicit Neural Representations for Computed Tomography | Feb 22, 2022 | Computed Tomography (CT)Decision Making | CodeCode Available | 1 |
| Speciesist bias in AI -- How AI applications perpetuate discrimination and unfair outcomes against animals | Feb 22, 2022 | Decision MakingFairness | —Unverified | 0 |
| Gaussian Processes and Statistical Decision-making in Non-Euclidean Spaces | Feb 22, 2022 | Decision MakingGaussian Processes | —Unverified | 0 |
| Investigations of Performance and Bias in Human-AI Teamwork in Hiring | Feb 21, 2022 | Decision Making | —Unverified | 0 |