| Cognitive Agent Based Simulation Model For Improving Disaster Response Procedures | Oct 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Reinforcement Learning for Temporal Logic Control Synthesis with Probabilistic Satisfaction Guarantees | Sep 11, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Simplified decision making in the belief space using belief sparsification | Sep 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Bayesian Incremental Inference Update by Re-using Calculations from Belief Space Planning: A New Paradigm | Aug 6, 2019 | Autonomous NavigationBayesian Inference | —Unverified | 0 |
| Choosing with unknown causal information: Action-outcome probabilities for decision making can be grounded in causal models | Jul 26, 2019 | Causal InferenceDecision Making | —Unverified | 0 |
| Modelling Dynamic Interactions between Relevance Dimensions | Jul 25, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A General Framework for Uncertainty Estimation in Deep Learning | Jul 16, 2019 | Autonomous DrivingBayesian Inference | CodeCode Available | 0 |
| Cognitive Model Priors for Predicting Human Decisions | May 22, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| A Distributionally Robust Boosting Algorithm | May 20, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Knowledge-Based Sequential Decision-Making Under Uncertainty | May 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Constrained Restless Bandits for Dynamic Scheduling in Cyber-Physical Systems | Apr 18, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Optimization under Uncertainty in the Era of Big Data and Deep Learning: When Machine Learning Meets Mathematical Programming | Apr 3, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| A Posteriori Probabilistic Bounds of Convex Scenario Programs with Validation Tests | Mar 27, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Automating Predictive Modeling Process using Reinforcement Learning | Mar 2, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Equal Opportunity in Online Classification with Partial Feedback | Feb 6, 2019 | ClassificationDecision Making Under Uncertainty | CodeCode Available | 0 |
| Dynamic Real-time Multimodal Routing with Hierarchical Hybrid Planning | Feb 5, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Learning and Reasoning for Robot Sequential Decision Making under Uncertainty | Jan 16, 2019 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| A Probabilistic Model of the Bitcoin Blockchain | Nov 7, 2018 | Decision Making Under Uncertaintymodel | CodeCode Available | 0 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Probabilistic Logic Programming with Beta-Distributed Random Variables | Sep 20, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Decision-Making with Belief Functions: a Review | Aug 16, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Concentration bounds for empirical conditional value-at-risk: The unbounded case | Aug 6, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Playing against Nature: causal discovery for decision making under uncertainty | Jul 3, 2018 | Causal DiscoveryDecision Making | —Unverified | 0 |
| An ontological investigation of unimaginable events | Jun 23, 2018 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
