| Differentiable Distributionally Robust Optimization Layers | Jun 24, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Solving Long-run Average Reward Robust MDPs via Stochastic Games | Dec 21, 2023 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Factorized Machine Self-Confidence for Decision-Making Agents | Oct 15, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem | Sep 24, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs | Mar 29, 2023 | Active LearningDecision Making | CodeCode Available | 0 |
| Probabilistic Logic Programming with Beta-Distributed Random Variables | Sep 20, 2018 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Synthetic Time Series Forecasting with Transformer Architectures: Extensive Simulation Benchmarks | May 26, 2025 | BenchmarkingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Decision-Focused Forecasting: A Differentiable Multistage Optimisation Architecture | May 23, 2024 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
| Calibration tests beyond classification | Oct 21, 2022 | ClassificationDecision Making | CodeCode Available | 0 |
| Safe and Adaptive Decision-Making for Optimization of Safety-Critical Systems: The ARTEO Algorithm | Nov 10, 2022 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 0 |
