2024

Celemin, Carlos ; Maeda, Guilherme ; Ruiz-del-Solar, Javier ; Peters, Jan ; Kober, Jens (2024)
Reinforcement learning of motor skills using Policy Search and human corrective advice.
In: The International Journal of Robotics Research, 2019, 38 (14)
doi: 10.26083/tuprints-00016981
Article, Secondary publication, Publisher's Version

2023

Lioutikov, Rudolf ; Maeda, Guilherme ; Veiga, Filipe ; Kersting, Kristian ; Peters, Jan (2023)
Learning attribute grammars for movement primitive sequencing.
In: The International Journal of Robotics Research, 2020, 39 (1)
doi: 10.26083/tuprints-00016980
Article, Secondary publication, Publisher's Version

2022

Koert, Dorothea ; Maeda, Guilherme ; Lioutikov, Rudolf ; Neumann, Gerhard ; Peters, Jan (2022)
Demonstration based trajectory optimization for generalizable robot motions.
International Conference on Humanoid Robots (Humanoids). Cancun, Mexico (15.11.2016-17.11.2016)
doi: 10.26083/tuprints-00020544
Conference or Workshop Item, Secondary publication, Postprint

Koert, Dorothea ; Maeda, Guilherme ; Neumann, Gerhard ; Peters, Jan (2022)
Learning Coupled Forward-Inverse Models with Combined Prediction Errors.
International Conference on Robotics and Automation (ICRA) 2018. Brisbane, QLD, Australia (21.05.2018-25.05.2018)
doi: 10.26083/tuprints-00020546
Conference or Workshop Item, Secondary publication, Postprint

Lioutikov, Rudolf ; Neumann, Gerhard ; Maeda, Guilherme ; Peters, Jan (2022)
Learning movement primitive libraries through probabilistic segmentation.
In: The International Journal of Robotics Research, 2022, 36 (8)
doi: 10.26083/tuprints-00020539
Article, Secondary publication, Postprint

2019

Ewerton, Marco ; Arenz, Oleg ; Maeda, Guilherme ; Koert, Dorothea ; Kolev, Zlatko ; Takahashi, Masaki ; Peters, Jan (2019)
Learning Trajectory Distributions for Assisted Teleoperation and Path Planning.
In: Frontiers in Robotics and AI, 2019, 6
doi: 10.25534/tuprints-00009657
Article, Secondary publication, Publisher's Version

2018

Ewerton, Marco ; Rother, David ; Weimar, Jakob ; Kollegger, Gerrit ; Wiemeyer, Josef ; Peters, Jan ; Maeda, Guilherme (2018)
Assisting Movement Training and Execution With Visual and Haptic Feedback.
In: Frontiers in Neurorobotics, 2018, 12
Article, Secondary publication, Publisher's Version