| Efficient Calibration of Multi-Agent Simulation Models from Output Series with Bayesian Optimization | Dec 3, 2021 | Bayesian OptimizationTime Series Analysis | —Unverified | 0 |
| Towards Futuristic Autonomous Experimentation--A Surprise-Reacting Sequential Experiment Policy | Dec 1, 2021 | Bayesian Optimization | —Unverified | 0 |
| Constrained Two-step Look-Ahead Bayesian Optimization | Dec 1, 2021 | Bayesian OptimizationVocal Bursts Valence Prediction | —Unverified | 0 |
| Optimizing Conditional Value-At-Risk of Black-Box Functions | Dec 1, 2021 | Bayesian OptimizationThompson Sampling | CodeCode Available | 0 |
| Counterexample Guided RL Policy Refinement Using Bayesian Optimization | Dec 1, 2021 | Bayesian OptimizationReinforcement Learning (RL) | CodeCode Available | 0 |
| Playing Ping Pong with Light: Directional Emission of White Light | Nov 30, 2021 | Bayesian Optimization | —Unverified | 0 |
| Automated Benchmark-Driven Design and Explanation of Hyperparameter Optimizers | Nov 29, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 0 |
| Optimizing High-Dimensional Physics Simulations via Composite Bayesian Optimization | Nov 29, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Towards Robust and Automatic Hyper-Parameter Tunning | Nov 28, 2021 | Bayesian Optimization | CodeCode Available | 0 |
| Autonomous optimization of nonaqueous battery electrolytes via robotic experimentation and machine learning | Nov 23, 2021 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
