Learning Robust, Agile, Natural Legged Locomotion Skills in the Wild

21 April 2023

Papers citing "Learning Robust, Agile, Natural Legged Locomotion Skills in the Wild"

12 / 12 papers shown

Title
DayDreamer: World Models for Physical Robot Learning Philipp Wu Alejandro Escontrela Danijar Hafner Ken Goldberg Pieter Abbeel 100 294 0 28 Jun 2022
Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors Steven Bohez S. Tunyasuvunakool Philemon Brakel Fereshteh Sadeghi Leonard Hasenclever ... Nathan Batchelor Federico Casarini J. Merel R. Hadsell N. Heess 71 51 0 31 Mar 2022
Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions Alejandro Escontrela Xue Bin Peng Wenhao Yu Tingnan Zhang Atil Iscen Ken Goldberg Pieter Abbeel 67 119 0 28 Mar 2022
Learning robust perceptive locomotion for quadrupedal robots in the wild Takahiro Miki Joonho Lee Jemin Hwangbo Lorenz Wellhausen V. Koltun Marco Hutter 120 707 0 20 Jan 2022
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning Nikita Rudin David Hoeller Philipp Reist Marco Hutter 237 575 0 24 Sep 2021
Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning Viktor Makoviychuk Lukasz Wawrzyniak Yunrong Guo Michelle Lu Kier Storey ... David Hoeller Nikita Rudin Arthur Allshire Ankur Handa Gavriel State 158 1,072 0 24 Aug 2021
RMA: Rapid Motor Adaptation for Legged Robots Ashish Kumar Zipeng Fu Deepak Pathak Jitendra Malik 137 575 0 08 Jul 2021
Learning Vision-Guided Quadrupedal Locomotion End-to-End with Cross-Modal Transformers Ruihan Yang Minghao Zhang Nicklas Hansen Huazhe Xu Xiaolong Wang OffRL 40 108 0 08 Jul 2021
Dynamics Randomization Revisited:A Case Study for Quadrupedal Locomotion Zhaoming Xie Xingye Da M. van de Panne Buck Babich Animesh Garg 64 91 0 04 Nov 2020
Sim-to-Real Learning of All Common Bipedal Gaits via Periodic Reward Composition J. Siekmann Yesh Godse Alan Fern J. Hurst 62 157 0 02 Nov 2020
Learning Quadrupedal Locomotion over Challenging Terrain Joonho Lee Jemin Hwangbo Lorenz Wellhausen V. Koltun Marco Hutter 118 1,170 0 21 Oct 2020
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 463 19,006 0 20 Jul 2017