Open X-Embodiment: Robotic Learning Datasets and RT-X Models A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, A Irpan, A Khazatsky, ... International Conference on Robotics and Automation (ICRA), 2024 | 121 | 2024 |
Learning to play table tennis from scratch using muscular robots D Büchler, S Guist, R Calandra, V Berenz, B Schölkopf, J Peters IEEE Transactions on Robotics 38 (6), 3850-3860, 2022 | 66 | 2022 |
Jointly learning trajectory generation and hitting point prediction in robot table tennis Y Huang, D Büchler, O Koç, B Schölkopf, J Peters 2016 IEEE-RAS 16th International Conference on Humanoid Robots (Humanoids …, 2016 | 50 | 2016 |
A lightweight robotic arm with pneumatic muscles for robot learning D Büchler, H Ott, J Peters 2016 IEEE International Conference on Robotics and Automation (ICRA), 4086-4092, 2016 | 47 | 2016 |
Hierarchical reinforcement learning with timed subgoals N Gürtler, D Büchler, G Martius Advances in Neural Information Processing Systems 34, 21732-21743, 2021 | 26 | 2021 |
Control of Musculoskeletal Systems using Learned Dynamics Models D Büchler, R Calandra, B Schölkopf, J Peters IEEE Robotics and Automation Letters 3 (4), 3161-3168, 2018 | 25 | 2018 |
Learning to control highly accelerated ballistic movements on muscular robots D Büchler, R Calandra, J Peters Robotics and Autonomous Systems, 104230, 2022 | 22 | 2022 |
Open X-Embodiment: Robotic learning datasets and RT-X models OXE Collaboration, A Padalkar, A Pooley, A Jain, A Bewley, A Herzog, ... CoRR, abs/2310.08864, 2023 | 20 | 2023 |
DEP-RL: Embodied Exploration for Reinforcement Learning in Overactuated and Musculoskeletal Systems P Schumacher, D Häufle, D Büchler, S Schmitt, G Martius International Conference on Learning Representations (ICLR), 2023 | 14 | 2023 |
Open X-Embodiment: Robotic Learning Datasets and RT-X Models Q Vuong, S Levine, HR Walke, K Pertsch, A Singh, R Doshi, C Xu, J Luo, ... Towards Generalist Robots: Learning Paradigms for Scalable Skill Acquisition …, 2023 | 11 | 2023 |
Action-conditional recurrent kalman networks for forward and inverse dynamics learning V Shaj, P Becker, D Büchler, H Pandya, N van Duijkeren, CJ Taylor, ... Conference on Robot Learning (CoRL), 765-781, 2021 | 10 | 2021 |
A Learning-based Iterative Control Framework for Controlling a Robot Arm with Pneumatic Artificial Muscles H Ma, D Büchler, B Schölkopf, M Muehlebach Robotics: Science and Systems (R:SS), 2022 | 9 | 2022 |
Learning with Muscles: Benefits for Data-Efficiency and Robustness in Anthropomorphic Tasks I Wochner, P Schumacher, G Martius, D Büchler, S Schmitt, D Haeufle Conference on Robot Learning (CoRL), 1178-1188, 2022 | 8 | 2022 |
Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios V Shaj, D Büchler, R Sonker, P Becker, G Neumann International Conference on Learning Representations (ICLR), 2021 | 7 | 2021 |
Black-Box vs. Gray-Box: A Case Study on Learning Table Tennis Ball Trajectory Prediction with Spin and Impacts J Achterhold, P Tobuschat, H Ma, D Buechler, M Muehlebach, J Stueckler Learning for Dynamics and Control Conference (L4DC), 878-890, 2023 | 6 | 2023 |
The o80 C++ templated toolbox: Designing customized Python APIs for synchronizing realtime processes V Berenz, M Naveau, F Widmaier, M Wüthrich, JC Passy, S Guist, ... | 5 | 2020 |
AIMY: an open-source table tennis ball launcher for versatile and high-fidelity trajectory generation A Dittrich, J Schneider, S Guist, N Gürtler, H Ott, T Steinbrenner, ... 2023 IEEE International Conference on Robotics and Automation (ICRA), 3058-3064, 2023 | 4 | 2023 |
Reinforcement learning with model-based feedforward inputs for robotic table tennis H Ma, D Büchler, B Schölkopf, M Muehlebach Autonomous Robots 47 (8), 1387-1403, 2023 | 2 | 2023 |
Data-efficient online learning of ball placement in robot table tennis P Tobuschat, H Ma, D Büchler, B Schölkopf, M Muehlebach 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023 | 1 | 2023 |
Investigating the Impact of Action Representations in Policy Gradient Algorithms J Schneider, P Schumacher, D Häufle, B Schölkopf, D Büchler Workshop on effective Representations, Abstractions, and Priors for Robot …, 2023 | 1 | 2023 |