Anymal parkour: Learning agile navigation for quadrupedal robots
Performing agile navigation with four-legged robots is a challenging task because of the
highly dynamic motions, contacts with various parts of the robot, and the limited field of view …
highly dynamic motions, contacts with various parts of the robot, and the limited field of view …
Learning robust perceptive locomotion for quadrupedal robots in the wild
Legged robots that can operate autonomously in remote and hazardous environments will
greatly increase opportunities for exploration into underexplored areas. Exteroceptive …
greatly increase opportunities for exploration into underexplored areas. Exteroceptive …
Representation-free model predictive control for dynamic motions in quadrupeds
This article presents a novel representation-free model predictive control (RF-MPC)
framework for controlling various dynamic motions of a quadrupedal robot in three …
framework for controlling various dynamic motions of a quadrupedal robot in three …
Learning and adapting agile locomotion skills by transferring experience
Legged robots have enormous potential in their range of capabilities, from navigating
unstructured terrains to high-speed running. However, designing robust controllers for highly …
unstructured terrains to high-speed running. However, designing robust controllers for highly …
Advanced skills by learning locomotion and local navigation end-to-end
The common approach for local navigation on challenging environments with legged robots
requires path planning, path following and locomotion, which usually requires a locomotion …
requires path planning, path following and locomotion, which usually requires a locomotion …
Electrohydraulic musculoskeletal robotic leg for agile, adaptive, yet energy-efficient locomotion
Robotic locomotion in unstructured terrain demands an agile, adaptive, and energy-efficient
architecture. To traverse such terrains, legged robots use rigid electromagnetic motors and …
architecture. To traverse such terrains, legged robots use rigid electromagnetic motors and …
Creating a dynamic quadrupedal robotic goalkeeper with reinforcement learning
We present a reinforcement learning (RL) framework that enables quadrupedal robots to
perform soccer goalkeeping tasks in the real world. Soccer goalkeeping with quadrupeds is …
perform soccer goalkeeping tasks in the real world. Soccer goalkeeping with quadrupeds is …
Cajun: Continuous adaptive jumping using a learned centroidal controller
We present CAJun, a novel hierarchical learning and control framework that enables legged
robots to jump continuously with adaptive jumping distances. CAJun consists of a high-level …
robots to jump continuously with adaptive jumping distances. CAJun consists of a high-level …
Reinforcement learning-based stable jump control method for asteroid-exploration quadruped robots
J Qi, H Gao, H Su, L Han, B Su, M Huo, H Yu… - Aerospace Science and …, 2023 - Elsevier
Unlike the spherical gravitational field of planets and other large solar system bodies, the
gravitational field of asteroids is irregular and weak. It is challenging for a planetary rover to …
gravitational field of asteroids is irregular and weak. It is challenging for a planetary rover to …