ValueNetQP: Learned one-step optimal control for legged locomotion

11 January 2022

Papers citing "ValueNetQP: Learned one-step optimal control for legged locomotion"

10 / 10 papers shown

Title
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning Nikita Rudin David Hoeller Philipp Reist Marco Hutter 235 574 0 24 Sep 2021
Rapid Convex Optimization of Centroidal Dynamics using Block Coordinate Descent Paarth Shah Avadesh Meduri W. Merkt Majid Khadiv Ioannis Havoutis Ludovic Righetti 46 7 0 04 Aug 2021
Learning Quadrupedal Locomotion over Challenging Terrain Joonho Lee Jemin Hwangbo Lorenz Wellhausen V. Koltun Marco Hutter 110 1,166 0 21 Oct 2020
Efficient Multi-Contact Pattern Generation with Sequential Convex Approximations of the Centroidal Dynamics Brahayam Pontón Majid Khadiv Avadesh Meduri Ludovic Righetti 45 60 0 02 Oct 2020
Learning Agile Robotic Locomotion Skills by Imitating Animals Xue Bin Peng Erwin Coumans Tingnan Zhang T. Lee Jie Tan Sergey Levine 115 503 0 02 Apr 2020
An Open Torque-Controlled Modular Robot Architecture for Legged Locomotion Research F. Grimminger Avadesh Meduri Majid Khadiv Julian Viereck Manuel Wüthrich ... Felix Widmaier Thomas Flayols J. Fiene Alexander Badri-Spröwitz Ludovic Righetti 47 207 0 30 Sep 2019
Crocoddyl: An Efficient and Versatile Framework for Multi-Contact Optimal Control Carlos Mastalli Rohan Budhiraja W. Merkt Guilhem Saurel Bilal Hammoud M. Naveau Justin Carpentier Ludovic Righetti S. Vijayakumar Nicolas Mansard 55 293 0 11 Sep 2019
Plan Online, Learn Offline: Efficient Learning and Exploration via Model-Based Control Kendall Lowrey Aravind Rajeswaran Sham Kakade G. Haro Igor Mordatch OffRL 61 225 0 05 Nov 2018
QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation Dmitry Kalashnikov A. Irpan P. Pastor Julian Ibarz Alexander Herzog ... Deirdre Quillen E. Holly Mrinal Kalakrishnan Vincent Vanhoucke Sergey Levine 105 1,458 0 27 Jun 2018
Sim-to-Real: Learning Agile Locomotion For Quadruped Robots Jie Tan Tingnan Zhang Erwin Coumans Atil Iscen Yunfei Bai Danijar Hafner Steven Bohez Vincent Vanhoucke 88 802 0 27 Apr 2018