| Learning and Optimization with Bayesian Hybrid Models | Dec 12, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Multi-Agent Task Allocation in Complementary Teams: A Hunter and Gatherer Approach | Dec 12, 2019 | Decision Making | —Unverified | 0 |
| Graph Neural Networks for Decentralized Multi-Robot Path Planning | Dec 12, 2019 | Decision MakingGraph Neural Network | CodeCode Available | 0 |
| Non-linearity identification for construction workers' personality-safety behaviour predictive relationship using neural network and linear regression modelling | Dec 11, 2019 | Decision MakingDiversity | —Unverified | 0 |
| Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT | Dec 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recent Advances | Dec 9, 2019 | Decision MakingMulti-agent Reinforcement Learning | —Unverified | 0 |
| Modeling somatic computation with non-neural bioelectric networks | Dec 9, 2019 | Decision Making | CodeCode Available | 0 |
| Increasing performance of electric vehicles in ride-hailing services using deep reinforcement learning | Dec 7, 2019 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Multiple criteria hierarchy process for sorting problems under uncertainty applied to the evaluation of the operational maturity of research institutions | Dec 6, 2019 | Decision Making | —Unverified | 0 |
| Med2Meta: Learning Representations of Medical Concepts with Meta-Embeddings | Dec 6, 2019 | Decision Making | —Unverified | 0 |
| Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers | Dec 6, 2019 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 2 |
| Risk-Averse Trust Region Optimization for Reward-Volatility Reduction | Dec 6, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Tools for Mathematical Ludology | Dec 6, 2019 | Decision MakingGame Design | —Unverified | 0 |
| Perfectly Parallel Fairness Certification of Neural Networks | Dec 5, 2019 | Decision MakingFairness | CodeCode Available | 0 |
| SpaRCe: Improved Learning of Reservoir Computing Systems through Sparse Representations | Dec 4, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Safety and Robustness in Decision Making: Deep Bayesian Recurrent Neural Networks for Somatic Variant Calling in Cancer | Dec 4, 2019 | Decision Making | —Unverified | 0 |
| Risk-Averse Action Selection Using Extreme Value Theory Estimates of the CVaR | Dec 3, 2019 | Decision MakingReinforcement Learning | CodeCode Available | 0 |
| Fast Intent Classification for Spoken Language Understanding | Dec 3, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Value-laden Disciplinary Shifts in Machine Learning | Dec 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Detecting mechanical loosening of total hip replacement implant from plain radiograph using deep convolutional neural network | Dec 2, 2019 | Decision MakingDiagnostic | —Unverified | 0 |
| Optimality and limitations of audio-visual integration for cognitive systems | Dec 2, 2019 | Decision Making | —Unverified | 0 |
| Hepatocellular Carcinoma Intra-arterial Treatment Response Prediction for Improved Therapeutic Decision-Making | Dec 1, 2019 | Decision MakingGraph Neural Network | —Unverified | 0 |
| On Human-Aligned Risk Minimization | Dec 1, 2019 | Decision MakingFairness | —Unverified | 0 |
| Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes | Dec 1, 2019 | Decision Makingreinforcement-learning | —Unverified | 0 |
| A Bayesian Theory of Conformity in Collective Decision Making | Dec 1, 2019 | Decision Making | CodeCode Available | 0 |
