Concepedia

Alonso Marco

AM

5

Publications

272

Citations

5

H-Index

2017

Active since

Affiliations

Max Planck Institute for Intelligent Systems(Current)

Alonso Marco is an author at Max Planck Institute for Intelligent Systems specializing in robot learning, machine learning, and engineering.

Top concepts

EngineeringRobot LearningMachine LearningComputer ScienceBayesian OptimizationRoboticsData ScienceIntelligent SystemsArtificial IntelligenceUncertainty Quantification

Publications per year

2017–2019

5

Publications

5

Virtual vs. real: Trading off simulations and physical experiments in reinforcement learning with Bayesian optimization

Alonso Marco, Felix Berkenkamp, Philipp Hennig et al. · 2017 · 108 citations · Full text

Artificial Intelligence, Entropy Search, Engineering +19

Data-Efficient Autotuning With Bayesian Optimization: An Industrial Control Study

Matthias Neumann-Brosig, Alonso Marco, Dieter Schwarzmann et al. · IEEE Transactions on Control Systems Technology · 2019 · 97 citations · Full text

Optimizing Long-term Predictions for Model-based Policy Search

Andreas Doerr, Christian Daniel, Duy Nguyen-Tuong et al. · Conference on Robot Learning · 2017 · 25 citations

Engineering, Machine Learning, Data Science +9

On the design of LQR kernels for efficient controller learning

Alonso Marco, Philipp Hennig, Stefan Schaal et al. · 2017 · 22 citations · Full text

Engineering, Machine Learning, Learning Control +16

Gait Learning for Soft Microrobots Controlled by Light Fields

Alexander von Rohr, Sebastian Trimpe, Alonso Marco et al. · 2018 · 20 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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