Parallel learning: Overview and perspective for computational learning across Syn2Real and Sim2Real

Q Miao, Y Lv, M Huang, X Wang… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
The virtual-to-real paradigm, ie, training models on virtual data and then applying them to
solve real-world problems, has attracted more and more attention from various domains by …

Tracked locomotion systems for ground mobile robots: A review

L Bruzzone, SE Nodehi, P Fanghella - Machines, 2022 - mdpi.com
The paper discusses the state-of-the-art of locomotion systems for ground mobile robots
comprising tracks. Tracked locomotion, due to the large contact surface with the ground, is …

Hybrid trajectory optimization for autonomous terrain traversal of articulated tracked robots

Z Xu, Y Chen, Z Jian, J Tan, X Wang… - IEEE Robotics and …, 2023 - ieeexplore.ieee.org
Autonomous terrain traversal of articulated tracked robots can reduce operator cognitive
load to enhance task efficiency and facilitate extensive deployment. We present a novel …

Geometry‐based flipper motion planning for articulated tracked robots traversing rough terrain in real‐time

B Chen, K Huang, H Pan, H Ren, X Chen… - Journal of Field …, 2023 - Wiley Online Library
Tracked robots operating on rough terrain are often equipped with controllable flippers to
help themselves overcome large obstacles or gaps. How to automate the control of these …

Autonomous state-based flipper control for articulated tracked robots in urban environments

T Azayev, K Zimmermann - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
We demonstrate a hybrid approach to autonomous flipper control, focusing on a fusion of
hard-coded and learned knowledge. The result is a sample-efficient and modifiable control …

An open-source software framework for reinforcement learning-based control of tracked robots in simulated indoor environments

A Mitriakov, P Papadakis, S Garlatti - Advanced Robotics, 2022 - Taylor & Francis
A simulation framework based on the open-source robotic software Gazebo and the Robot
Operating System is presented for articulated tracked robots, designed for reinforcement …

Motion generation for a tracked robot going over an unfixed obstacle on a slope using reinforcement learning

H Takamiya, R Yajima, JY Louhi Kasahara… - Advanced …, 2024 - Taylor & Francis
Tracked robots are useful in disaster recovery missions owing to their high traversability.
However, even tracked robots find traversing terrains with obstacles such as rocks difficult …

Whisker-Inspired Tactile Sensing: A Sim2Real Approach for Precise Underwater Contact Tracking

H Li, C Xing, S Khan, M Zhong… - arXiv preprint arXiv …, 2024 - arxiv.org
Aquatic mammals, such as pinnipeds, utilize their whiskers to detect and discriminate
objects and analyze water movements, inspiring the development of robotic whiskers for …

[PDF][PDF] Tracked Locomotion Systems for Ground Mobile Robots: A Review. Machines 2022, 10, 648

L Bruzzone, SE Nodehi, P Fanghella - 2022 - academia.edu
The paper discusses the state-of-the-art of locomotion systems for ground mobile robots
comprising tracks. Tracked locomotion, due to the large contact surface with the ground, is …

智能搜救机器人在障碍地形的自主构型规划.

陈柏良, 黄开宏, 潘海南, 肖军浩… - Journal of National …, 2023 - search.ebscohost.com
为了解决带有辅助摆臂的智能搜救机器人自动规划构型以实现自主越障的难题,
提出一种能够适应复杂地面形状的搜救机器人越障构型规划新方法, 其核心是一种高适应性 …