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Steve Heim
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2020 – today
- 2024
- [c8]Chenhao Li, Elijah Stanger-Jones, Steve Heim, Sangbae Kim:
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning. ICLR 2024 - [c7]Jenny Zhang, Steve Heim, Se Hwan Jeon, Sangbae Kim:
Learning Emergent Gaits with Decentralized Phase Oscillators: on the role of Observations, Rewards, and Feedback. ICRA 2024: 3426-3433 - [i11]Jenny Zhang, Steve Heim, Se Hwan Jeon, Sangbae Kim:
Learning Emergent Gaits with Decentralized Phase Oscillators: on the role of Observations, Rewards, and Feedback. CoRR abs/2402.08662 (2024) - [i10]Chenhao Li, Elijah Stanger-Jones, Steve Heim, Sangbae Kim:
FLD: Fourier Latent Dynamics for Structured Motion Representation and Learning. CoRR abs/2402.13820 (2024) - 2023
- [j4]Pierre-François Massiani
, Steve Heim
, Friedrich Solowjow
, Sebastian Trimpe
:
Safe Value Functions. IEEE Trans. Autom. Control. 68(5): 2743-2757 (2023) - [c6]Se Hwan Jeon, Steve Heim, Charles Khazoom, Sangbae Kim:
Benchmarking Potential Based Rewards for Learning Humanoid Locomotion. ICRA 2023: 9204-9210 - [c5]Charles Khazoom, Steve Heim, Daniel González-Díaz, Sangbae Kim:
Optimal Scheduling of Models and Horizons for Model Hierarchy Predictive Control. ICRA 2023: 9952-9958 - [i9]Se Hwan Jeon, Steve Heim, Charles Khazoom, Sangbae Kim:
Benchmarking Potential Based Rewards for Learning Humanoid Locomotion. CoRR abs/2307.10142 (2023) - 2022
- [j3]Steffen Bleher
, Steve Heim
, Sebastian Trimpe
:
Learning Fast and Precise Pixel-to-Torque Control: A Platform for Reproducible Research of Learning on Hardware. IEEE Robotics Autom. Mag. 29(2): 75-84 (2022) - [i8]Steffen Bleher, Steve Heim, Sebastian Trimpe
:
Learning Fast and Precise Pixel-to-Torque Control. CoRR abs/2208.02315 (2022) - 2021
- [c4]Pierre-François Massiani, Steve Heim, Sebastian Trimpe:
On exploration requirements for learning safety constraints. L4DC 2021: 905-916 - [i7]Pierre-François Massiani, Steve Heim, Sebastian Trimpe:
On exploration requirements for learning safety constraints. CoRR abs/2105.08143 (2021) - [i6]Pierre-François Massiani, Steve Heim, Friedrich Solowjow, Sebastian Trimpe:
Safe Value Functions. CoRR abs/2105.12204 (2021) - 2020
- [j2]Felix Grimminger
, Avadesh Meduri, Majid Khadiv
, Julian Viereck
, Manuel Wüthrich, Maximilien Naveau
, Vincent Berenz
, Steve Heim
, Felix Widmaier, Thomas Flayols
, Jonathan Fiene
, Alexander Badri-Spröwitz
, Ludovic Righetti
:
An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research. IEEE Robotics Autom. Lett. 5(2): 3650-3657 (2020)
2010 – 2019
- 2019
- [j1]Steve Heim
, Alexander Spröwitz
:
Beyond Basins of Attraction: Quantifying Robustness of Natural Dynamics. IEEE Trans. Robotics 35(4): 939-952 (2019) - [c3]Steve Heim, Alexander von Rohr
, Sebastian Trimpe, Alexander Badri-Spröwitz:
A Learnable Safety Measure. CoRL 2019: 627-639 - [i5]Felix Grimminger, Avadesh Meduri, Majid Khadiv, Julian Viereck, Manuel Wüthrich, Maximilien Naveau, Vincent Berenz, Steve Heim, Felix Widmaier, Jonathan Fiene, Alexander Badri-Spröwitz, Ludovic Righetti:
An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research. CoRR abs/1910.00093 (2019) - [i4]Steve Heim, Alexander von Rohr, Sebastian Trimpe, Alexander Badri-Spröwitz
:
A Learnable Safety Measure. CoRR abs/1910.02835 (2019) - 2018
- [c2]Steve Heim, Felix Ruppert
, Alborz A. Sarvestani
, Alexander Spröwitz
:
Shaping in Practice: Training Wheels to Learn Fast Hopping Directly in Hardware. ICRA 2018: 1-6 - [c1]Steve Heim, Alexander Spröwitz
:
Learning from outside the viability kernel: Why we should build robots that can fall with grace. SIMPAR 2018: 55-61 - [i3]Steve Heim, Alexander Spröwitz:
Learning from Outside the Viability Kernel: Why we Should Build Robots that can Fall with Grace. CoRR abs/1806.06569 (2018) - [i2]Steve Heim, Alexander Spröwitz:
Beyond Basins of Attraction: Evaluating Robustness of Natural Dynamics. CoRR abs/1806.08081 (2018) - 2017
- [i1]Steve Heim, Felix Ruppert, Alborz A. Sarvestani, Alexander Spröwitz
:
Shaping in Practice: Training Wheels to Learn Fast Hopping Directly in Hardware. CoRR abs/1709.10273 (2017)
Coauthor Index
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