Legged Locomotion in Challenging Terrains using Egocentric Vision

14 November 2022

Papers citing "Legged Locomotion in Challenging Terrains using Egocentric Vision"

50 / 156 papers shown

Title
Learning to See Physical Properties with Active Sensing Motor Policies G. Margolis Xiang Fu Yandong Ji Pulkit Agrawal 31 11 0 02 Nov 2023
Adapt On-the-Go: Behavior Modulation for Single-Life Robot Deployment Annie S. Chen Govind Chada Laura M. Smith Archit Sharma Zipeng Fu Sergey Levine Chelsea Finn 49 7 0 02 Nov 2023
MimicGen: A Data Generation System for Scalable Robot Learning using Human Demonstrations Ajay Mandlekar Soroush Nasiriany Bowen Wen Iretiayo Akinola Yashraj S. Narang Linxi Fan Yuke Zhu Dieter Fox LM&Ro 90 100 0 26 Oct 2023
Generalized Animal Imitator: Agile Locomotion with Versatile Motion Prior Ruihan Yang Zhuoqun Chen Jianhan Ma Chongyi Zheng Yiyu Chen Quan Nguyen Qing Guo 37 17 0 02 Oct 2023
DTC: Deep Tracking Control Fabian Jenelten Junzhe He Farbod Farshidian Marco Hutter 24 73 0 27 Sep 2023
Learning Vision-Based Bipedal Locomotion for Challenging Terrain Helei Duan Bikram Pandit M. S. Gadde Bart Jaap van Marum Jeremy Dao Chanho Kim Alan Fern 21 32 0 26 Sep 2023
Extreme Parkour with Legged Robots Xuxin Cheng Kexin Shi Ananye Agarwal Deepak Pathak 28 148 0 25 Sep 2023
Learning Risk-Aware Quadrupedal Locomotion using Distributional Reinforcement Learning Lukas Schneider Jonas Frey Takahiro Miki Marco Hutter 30 9 0 25 Sep 2023
General In-Hand Object Rotation with Vision and Touch Haozhi Qi Brent Yi Sudharshan Suresh Mike Lambeta Y. Ma Roberto Calandra Jitendra Malik 58 81 0 18 Sep 2023
Contrastive Learning for Enhancing Robust Scene Transfer in Vision-based Agile Flight Jiaxu Xing L. Bauersfeld Yunlong Song Chunwei Xing Davide Scaramuzza 20 12 0 18 Sep 2023
LEAP Hand: Low-Cost, Efficient, and Anthropomorphic Hand for Robot Learning Kenneth Shaw Ananye Agarwal Deepak Pathak 25 80 0 12 Sep 2023
Robot Parkour Learning Ziwen Zhuang Zipeng Fu Jianren Wang Christopher G Atkeson Soeren Schwertfeger Chelsea Finn Hang Zhao 45 142 0 11 Sep 2023
Seeing-Eye Quadruped Navigation with Force Responsive Locomotion Control David DeFazio Eisuke Hirota Shiqi Zhang 24 7 0 08 Sep 2023
Lifelike Agility and Play in Quadrupedal Robots using Reinforcement Learning and Generative Pre-trained Models Lei Han Qing Zhu Jiapeng Sheng Chong Zhang Tingguang Li ... Xiong Li Yonghui Zhu Lingzhu Xiang Xiao Teng Zhengyou Zhang 26 30 0 29 Aug 2023
Not Only Rewards But Also Constraints: Applications on Legged Robot Locomotion Yunho Kim H. Oh J. Lee Jinhyeok Choi Gwanghyeon Ji Moonkyu Jung D. Youm Jemin Hwangbo 19 42 0 24 Aug 2023
Robust Quadrupedal Locomotion via Risk-Averse Policy Learning Jiyuan Shi Chenjia Bai Haoran He Lei Han Dong Wang Bin Zhao Mingguo Zhao Xiuyang Li Xuelong Li OffRL OOD 24 9 0 18 Aug 2023
Learning Terrain-Adaptive Locomotion with Agile Behaviors by Imitating Animals Tingguang Li Yizheng Zhang Chong Zhang Qing Zhu Jiapeng Sheng Wanchao Chi Cheng Zhou Lei Han 32 14 0 07 Aug 2023
Robust Visual Sim-to-Real Transfer for Robotic Manipulation Ricardo Garcia Pinel Robin Strudel Shizhe Chen Etienne Arlaud Ivan Laptev Cordelia Schmid OffRL 28 4 0 28 Jul 2023
Scaling Up and Distilling Down: Language-Guided Robot Skill Acquisition Huy Ha Peter R. Florence Shuran Song LM&Ro 47 150 0 26 Jul 2023
ProNav: Proprioceptive Traversability Estimation for Legged Robot Navigation in Outdoor Environments Mohamed Bashir Elnoor A. Sathyamoorthy K. Weerakoon Dinesh Manocha 35 10 0 19 Jul 2023
Multi-Stage Cable Routing through Hierarchical Imitation Learning Jianlan Luo Charles Xu Xinyang Geng Gilbert Feng Kuan Fang L. Tan S. Schaal Sergey Levine 38 52 0 18 Jul 2023
PID-Inspired Inductive Biases for Deep Reinforcement Learning in Partially Observable Control Tasks I. Char J. Schneider 26 4 0 12 Jul 2023
ANYmal Parkour: Learning Agile Navigation for Quadrupedal Robots David Hoeller Nikita Rudin Dhionis V. Sako Marco Hutter 35 129 0 26 Jun 2023
Sim-to-real transfer of active suspension control using deep reinforcement learning Viktor Wiberg Erik Wallin Arvid Fälldin Tobias Semberg Morgan Rossander E. Wadbro Martin Servin 28 7 0 19 Jun 2023
CAJun: Continuous Adaptive Jumping using a Learned Centroidal Controller Yuxiang Yang Guanya Shi Xiang Meng Wenhao Yu Tingnan Zhang Jie Tan Byron Boots 27 26 0 16 Jun 2023
DeepTransition: Viability Leads to the Emergence of Gait Transitions in Learning Anticipatory Quadrupedal Locomotion Skills M. Shafiee Guillaume Bellegarda A. Ijspeert 24 9 0 12 Jun 2023
Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic Tianying Ji Yuping Luo Gang Hua Xianyuan Zhan Jianwei Zhang Huazhe Xu OffRL OnRL 37 14 0 05 Jun 2023
Synaptic motor adaptation: A three-factor learning rule for adaptive robotic control in spiking neural networks Samuel Schmidgall Joe Hays 26 3 0 02 Jun 2023
Imitating Task and Motion Planning with Visuomotor Transformers Murtaza Dalal Ajay Mandlekar Caelan Reed Garrett Ankur Handa Ruslan Salakhutdinov D. Fox 42 54 0 25 May 2023
Adaptive Policy Learning to Additional Tasks Wenjian Hao Zehui Lu Zihao Liang Tianyu Zhou Shaoshuai Mou 19 0 0 24 May 2023
Barkour: Benchmarking Animal-level Agility with Quadruped Robots Ken Caluwaerts Atil Iscen J. Kew Wenhao Yu Tingnan Zhang ... J. Seto Carolina Parada Vikas Sindhwani Vincent Vanhoucke Jie Tan 27 59 0 24 May 2023
More Than an Arm: Using a Manipulator as a Tail for Enhanced Stability in Legged Locomotion Huang Huang Antonio Loquercio Ashish Kumar Neerja Thakkar Ken Goldberg Jitendra Malik 28 2 0 02 May 2023
IndoorSim-to-OutdoorReal: Learning to Navigate Outdoors without any Outdoor Experience Joanne Truong April Zitkovich Sonia Chernova Dhruv Batra Tingnan Zhang Jie Tan Wenhao Yu LM&Ro 18 13 0 01 May 2023
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning Tuomas Haarnoja Ben Moran Guy Lever Sandy H. Huang Dhruva Tirumala ... Andrea Huber N. Hurley F. Nori R. Hadsell N. Heess 39 140 0 26 Apr 2023
Moving Forward by Moving Backward: Embedding Action Impact over Action Semantics Kuo-Hao Zeng Luca Weihs Roozbeh Mottaghi Ali Farhadi 34 3 0 24 Apr 2023
Learning and Adapting Agile Locomotion Skills by Transferring Experience Laura M. Smith J. Kew Tianyu Li Linda Luu Xue Bin Peng Sehoon Ha Jie Tan Sergey Levine 24 55 0 19 Apr 2023
Continuous Versatile Jumping Using Learned Action Residuals Yuxiang Yang Xiang Meng Wenhao Yu Tingnan Zhang Jie Tan Byron Boots 36 11 0 17 Apr 2023
Neural Volumetric Memory for Visual Locomotion Control Ruihan Yang Ge Yang Xiaolong Wang 23 53 0 03 Apr 2023
DribbleBot: Dynamic Legged Manipulation in the Wild Yandong Ji G. Margolis Pulkit Agrawal 28 53 0 03 Apr 2023
On Designing a Learning Robot: Improving Morphology for Enhanced Task Performance and Learning Maks Sorokin Chuyuan Fu Jie Tan C. Karen Liu Yunfei Bai Wenlong Lu Sehoon Ha Mohi Khansari 24 1 0 23 Mar 2023
Legs as Manipulator: Pushing Quadrupedal Agility Beyond Locomotion Xuxin Cheng Ashish Kumar Deepak Pathak 21 54 0 20 Mar 2023
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks C. Acar Kuluhan Binici Alp Tekirdag Yan Wu 34 1 0 13 Mar 2023
Robust and Versatile Bipedal Jumping Control through Reinforcement Learning Zhongyu Li Xue Bin Peng Pieter Abbeel Sergey Levine Glen Berseth K. Sreenath 40 39 0 19 Feb 2023
Optimal Control for Quadruped Locomotion using LTV MPC Andrew Zheng S. Narayanan 37 2 0 10 Dec 2022
Learning Visual Locomotion with Cross-Modal Supervision Antonio Loquercio Ashish Kumar Jitendra Malik SSL 22 43 0 07 Nov 2022
Learning Modular Robot Visual-motor Locomotion Policies Julian Whitman Howie Choset 24 1 0 31 Oct 2022
ViNL: Visual Navigation and Locomotion Over Obstacles Simar Kareer Naoki Yokoyama Dhruv Batra Sehoon Ha Joanne Truong 39 21 0 26 Oct 2022
Deep Whole-Body Control: Learning a Unified Policy for Manipulation and Locomotion Zipeng Fu Xuxin Cheng Deepak Pathak 19 144 0 18 Oct 2022
In-Hand Object Rotation via Rapid Motor Adaptation Haozhi Qi Ashish Kumar Roberto Calandra Yinsong Ma Jitendra Malik 123 104 0 10 Oct 2022
A Real2Sim2Real Method for Robust Object Grasping with Neural Surface Reconstruction Luobin Wang Runlin Guo Q. Vuong Yuzhe Qin Hao Su Henrik I. Christensen 3DH 3DPC 25 17 0 06 Oct 2022