Learning Quadrupedal Locomotion over Challenging Terrain

21 October 2020

Marco Hutter

Papers citing "Learning Quadrupedal Locomotion over Challenging Terrain"

36 / 236 papers shown

Title
Legged Robots that Keep on Learning: Fine-Tuning Locomotion Policies in the Real World Laura M. Smith J. Kew Xue Bin Peng Sehoon Ha Jie Tan Sergey Levine 25 99 0 11 Oct 2021
Real-time Optimal Landing Control of the MIT Mini Cheetah Seungmin Jeon Sangbae Kim Donghyun Kim 41 6 0 06 Oct 2021
CARL: A Benchmark for Contextual and Adaptive Reinforcement Learning C. Benjamins Theresa Eimer Frederik Schubert André Biedenkapp Bodo Rosenhahn Frank Hutter Marius Lindauer OffRL 41 23 0 05 Oct 2021
Hierarchical Primitive Composition: Simultaneous Activation of Skills with Inconsistent Action Dimensions in Multiple Hierarchies Jeong-Hoon Lee Jongeun Choi 26 8 0 05 Oct 2021
Lyapunov-stable neural-network control Hongkai Dai Benoit Landry Lujie Yang Marco Pavone Russ Tedrake 15 119 0 29 Sep 2021
Solving Challenging Control Problems Using Two-Staged Deep Reinforcement Learning Nitish Sontakke Sehoon Ha 30 1 0 27 Sep 2021
PM-FSM: Policies Modulating Finite State Machine for Robust Quadrupedal Locomotion Ren Liu Nitish Sontakke Sehoon Ha 34 2 0 26 Sep 2021
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning Nikita Rudin David Hoeller Philipp Reist Marco Hutter 115 545 0 24 Sep 2021
Learning to Navigate Sidewalks in Outdoor Environments Maks Sorokin Jie Tan Karen Liu Sehoon Ha 26 41 0 12 Sep 2021
Jammkle: Fibre jamming 3D printed multi-material tendons and their application in a robotic ankle J. Brett Katrina Lo Surdo L. Hanson Josh Pinskier David Howard 16 7 0 10 Sep 2021
Learning Vision-Guided Dynamic Locomotion Over Challenging Terrains Zhaocheng Liu Fernando Acero Zhibin Li 39 2 0 09 Sep 2021
Versatile modular neural locomotion control with fast learning M. Thor P. Manoonpong 42 24 0 16 Jul 2021
Model-free Reinforcement Learning for Robust Locomotion using Demonstrations from Trajectory Optimization Miroslav Bogdanovic Majid Khadiv Ludovic Righetti 114 30 0 14 Jul 2021
Fast Contact-Implicit Model-Predictive Control Simon Le Cleac'h Taylor A. Howell Shuo Yang Chia-Yen Lee John Z. Zhang Arun L. Bishop Mac Schwager Zachary Manchester 81 79 0 12 Jul 2021
RMA: Rapid Motor Adaptation for Legged Robots Ashish Kumar Zipeng Fu Deepak Pathak Jitendra Malik 23 550 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 18 102 0 08 Jul 2021
Control of rough terrain vehicles using deep reinforcement learning Viktor Wiberg Erik Wallin Martin Servin T. Nordfjell 29 21 0 05 Jul 2021
Action Set Based Policy Optimization for Safe Power Grid Management Bo Zhou Hongsheng Zeng Yuecheng Liu Kejiao Li Fan Wang Hao Tian 16 21 0 29 Jun 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies Linxi Fan Guanzhi Wang De-An Huang Zhiding Yu Li Fei-Fei Yuke Zhu Anima Anandkumar OffRL 15 62 0 17 Jun 2021
Tactile Sim-to-Real Policy Transfer via Real-to-Sim Image Translation Alex Church John Lloyd R. Hadsell Nathan Lepora 35 50 0 16 Jun 2021
Causal Navigation by Continuous-time Neural Networks Charles J. Vorbach Ramin Hasani Alexander Amini Mathias Lechner Daniela Rus 26 47 0 15 Jun 2021
Meta-Adaptive Nonlinear Control: Theory and Algorithms Guanya Shi Kamyar Azizzadenesheli Michael O'Connell Soon-Jo Chung Yisong Yue 26 41 0 11 Jun 2021
From Motor Control to Team Play in Simulated Humanoid Football Siqi Liu Guy Lever Zhe Wang J. Merel S. M. Ali Eslami ... Tuomas Haarnoja Brendan D. Tracey K. Tuyls T. Graepel N. Heess 31 129 0 25 May 2021
Episodic Learning for Safe Bipedal Locomotion with Control Barrier Functions and Projection-to-State Safety Noel Csomay-Shanklin Ryan K. Cosner Min Dai Andrew J. Taylor Aaron D. Ames 32 24 0 04 May 2021
GLiDE: Generalizable Quadrupedal Locomotion in Diverse Environments with a Centroidal Model Zhaoming Xie Xingye Da Buck Babich Animesh Garg M. van de Panne 24 66 0 20 Apr 2021
Auto-Tuned Sim-to-Real Transfer Yuqing Du Olivia Watkins Trevor Darrell Pieter Abbeel Deepak Pathak 16 69 0 15 Apr 2021
Robust High-speed Running for Quadruped Robots via Deep Reinforcement Learning Guillaume Bellegarda Yiyu Chen Zhuochen Liu Quan Nguyen 34 44 0 11 Mar 2021
Zero-shot sim-to-real transfer of tactile control policies for aggressive swing-up manipulation Thomas Bi Carmelo Sferrazza Raffaello DÁndrea 99 35 0 07 Jan 2021
RLOC: Terrain-Aware Legged Locomotion using Reinforcement Learning and Optimal Control Siddhant Gangapurwala Mathieu Geisert Romeo Orsolino Maurice F. Fallon Ioannis Havoutis 37 114 0 05 Dec 2020
Learning Navigation Skills for Legged Robots with Learned Robot Embeddings Joanne Truong Denis Yarats Tianyu Li Franziska Meier Sonia Chernova Dhruv Batra Akshara Rai 21 20 0 24 Nov 2020
Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty Andrew J. Taylor Victor D. Dorobantu Sarah Dean Benjamin Recht Yisong Yue Aaron D. Ames 19 35 0 21 Nov 2020
Robust Quadruped Jumping via Deep Reinforcement Learning Guillaume Bellegarda Chuong H. Nguyen Quan Nguyen 18 63 0 13 Nov 2020
Zero-Shot Terrain Generalization for Visual Locomotion Policies Alejandro Escontrela George Yu P. Xu Atil Iscen Jie Tan 11 17 0 11 Nov 2020
Self-supervised Learning of LiDAR Odometry for Robotic Applications Julian Nubert Shehryar Khattak Marco Hutter SSL 18 38 0 10 Nov 2020
Dynamics Randomization Revisited:A Case Study for Quadrupedal Locomotion Zhaoming Xie Xingye Da M. van de Panne Buck Babich Animesh Garg 42 85 0 04 Nov 2020
Heuristic Planning for Rough Terrain Locomotion in Presence of External Disturbances and Variable Perception Quality Michele Focchi Romeo Orsolino Marco Camurri Victor Barasuol Carlos Mastalli D. Caldwell Claudio Semini 42 66 0 25 May 2018