Learning quadrupedal locomotion on deformable terrain

S Choi, G Ji, J Park, H Kim, J Mun, JH Lee… - Science Robotics, 2023 - science.org
Simulation-based reinforcement learning approaches are leading the next innovations in
legged robot control. However, the resulting control policies are still not applicable on soft …

Multi-legged robots—A review

A Mahapatra, SS Roy, DK Pratihar… - Multi-body Dynamic …, 2020 - Springer
In this chapter a comprehensive literature survey has been carried out for multi-legged
robots. Different aspects of multi-legged robot locomotion pertaining to kinematic, dynamics …

Tractable terrain-aware motion planning on granular media: An impulsive jumping study

CM Hubicki, JJ Aguilar, DI Goldman… - 2016 IEEE/RSJ …, 2016 - ieeexplore.ieee.org
This work demonstrates fast motion planning for robot locomotion that is optimized for terrain
with complex dynamics, specifically, rapid penetration of granular media. Gait planning is …

[HTML][HTML] Study on feet forces' distributions, energy consumption and dynamic stability measure of hexapod robot during crab walking

A Mahapatra, SS Roy, DK Pratihar - Applied Mathematical Modelling, 2019 - Elsevier
This paper deals with the development of a dynamical model related to crab walking of a
hexapod robot to determine the feet forces' distributions, energy consumption and dynamic …

Learning terrain dynamics: A gaussian process modeling and optimal control adaptation framework applied to robotic jumping

AH Chang, CM Hubicki, JJ Aguilar… - … on Control Systems …, 2020 - ieeexplore.ieee.org
The complex dynamics characterizing deformable terrain presents significant impediments
toward the real-world viability of locomotive robotics, particularly for legged machines. We …

Clock-torqued rolling SLIP model and its application to variable-speed running in a hexapod robot

WC Lu, MY Yu, PC Lin - IEEE Transactions on Robotics, 2018 - ieeexplore.ieee.org
In this paper, we report on the development of the clock-torqued rolling spring loaded
inverted pendulum (CTR-SLIP) model. The new model, which adds clock-based torque …

Contact-implicit trajectory optimization with learned deformable contacts using bilevel optimization

Y Zhu, Z Pan, K Hauser - 2021 IEEE International Conference …, 2021 - ieeexplore.ieee.org
We present a bilevel, contact-implicit trajectory optimization (TO) formulation that searches
for robot trajectories with learned soft contact models. On the lower-level, contact forces are …

A data-driven approach for fast simulation of robot locomotion on granular media

Y Zhu, L Abdulmajeid, K Hauser - … international conference on …, 2019 - ieeexplore.ieee.org
In this paper, we propose a semi-empirical approach for simulating robot locomotion on
granular media. We first develop a contact model based on the stick-slip behavior between …

Terrain-Adaptive Locomotion Control for an Underwater Hexapod Robot: Sensing Leg–Terrain Interaction With Proprioceptive Sensors

L Chen, R Cui, W Yan, H Xu… - IEEE Robotics & …, 2023 - ieeexplore.ieee.org
An underwater hexapod robot, driven by six C-shaped legs and eight thrusters, has the
potential to traverse diverse terrains with unknown deformable properties, which can lead to …

Monopod hopping on compliant terrains

V Vasilopoulos, IS Paraskevas… - Robotics and Autonomous …, 2018 - Elsevier
One of the most intriguing research challenges in legged locomotion is robot performance
on compliant terrains. The foot-terrain interaction is usually tackled by disregarding some of …