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Synthesizing the Optimal Gait of a Quadruped Robot With Soft Actuators Using Deep Reinforcement Learning

open access: yesRobotics and Computer-Integrated Manufacturing, 2022
Quadruped robots have the advantages of traversing complex terrains that are difficult for wheeled robots. Most of the reported quadruped robots are built by rigid parts. This paper proposes a new design of quadruped robots using soft actuators driven by
Lei Feng, Lihui Wang, Qinglei Ji
exaly   +2 more sources
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Gait Adaptation in a Quadruped Robot

Autonomous Robots, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
M. Anthony Lewis, George A. Bekey
openaire   +1 more source

Towards Object Tracking for Quadruped Robots

Journal of Visual Communication and Image Representation, 2023
Zhenzhong Chen, Kao Zhang, Daiqin Yang
exaly   +2 more sources

Development of an Autonomous Quadruped Robot for Robot Entertainment

Autonomous Robots, 1998
In this paper, we present Robot Entertainment as a new field of the entertainment industry using autonomous robots. For feasibility studies of Robot Entertainment, we have developed an autonomous quadruped robot, named MUTANT, as a pet-type robot. It has four legs, each of which has three degree-of-freedom, and a head which also has three degree-of ...
Masahiro Fujita 0002, Hiroaki Kitano
openaire   +2 more sources

Multiobjective optimization of a quadruped robot gait

22nd Mediterranean Conference on Control and Automation, 2014
This paper presents the methodology used for finding the optimal set of trajectories for a quadruped robot using multiobjective genetic algorithm optimization. The optimization evaluates the energy per distance and average speed criteria on a robot simulation model.
Edin Koco, Slaven Glumac, Zdenko Kovacic
openaire   +3 more sources

A 3D Galloping Quadruped Robot

2006
In this work, we present a practical approach for producing a stable 3D gallop in a simulated quadrupedal robot which includes the prominent characteristics of the biological gait. The dynamic model utilizes biologically-based assumptions, and the resulting 3D gallop contains the prominent biological features of early leg retraction, phase-locked leg ...
Darren P. Krasny, David E. Orin
openaire   +1 more source

Learning with a Quadruped Chopstick Robot

2009
Organisms exhibit a close structure-function relationship and a slight change in structure may in turn change their outputs accordingly [1]. This feature is important as it is the main reason why organisms have better malleability than computers in dealing with environmental changes.
Wei-Chung Lee 0002   +3 more
openaire   +1 more source

Efficient Neuroevolution for a Quadruped Robot

2012
In this research, we investigate whether CoSyNE and CMA-NeuroES algorithms can efficiently optimize neural policy of a quadruped robot. Both of these algorithms are proven to optimize connection weights efficiently on Pole Balancing benchmark. Due to their good results on that benchmark, they are expected to be efficient on other control problems like ...
Shengbo Xu   +2 more
openaire   +2 more sources

Omnidirectional Locomotion for Quadruped Robots

2002
Competing at the RoboCup 2000 Sony legged robot league, the UNSW team won both the challenge competition and all their soccer matches, emerging the outright winners for this league against eleven other international teams. The main advantage that the UNSW team had was speed. A major contributor to the speed was a novel omnidirectional locomotion method
Bernhard Hengst   +3 more
openaire   +1 more source

On the Design and Development of a Quadruped Robot Platform

Advanced Robotics, 2010
In this paper, we describe the development of a quadruped robot named HuboDog. The objective of this project is to develop a reliable and robust quadruped robot platform that enables the implementation of stable and fast static/dynamic walking on even or uneven terrain, and walking while carrying a payload.
Chung, JW Chung, Jae-Wook   +2 more
openaire   +2 more sources

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