Learning robust perceptive locomotion for quadrupedal robots in the wild

T Miki, J Lee, J Hwangbo, L Wellhausen, V Koltun… - Science robotics, 2022 - science.org
Legged robots that can operate autonomously in remote and hazardous environments will
greatly increase opportunities for exploration into underexplored areas. Exteroceptive …

Graph‐based subterranean exploration path planning using aerial and legged robots

T Dang, M Tranzatto, S Khattak… - Journal of Field …, 2020 - Wiley Online Library
Autonomous exploration of subterranean environments remains a major challenge for
robotic systems. In response, this paper contributes a novel graph‐based subterranean …

Recent progress in legged robots locomotion control

J Carpentier, PB Wieber - Current Robotics Reports, 2021 - Springer
Purpose of review In recent years, legged robots locomotion has been transitioning from
mostly flat ground in controlled settings to generic indoor and outdoor environments …

Autonomous teamed exploration of subterranean environments using legged and aerial robots

M Kulkarni, M Dharmadhikari… - … on Robotics and …, 2022 - ieeexplore.ieee.org
This paper presents a novel strategy for autonomous teamed exploration of subterranean
environments using legged and aerial robots. Tailored to the fact that subterranean settings …

DreamWaQ: Learning robust quadrupedal locomotion with implicit terrain imagination via deep reinforcement learning

IMA Nahrendra, B Yu, H Myung - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Quadrupedal robots resemble the physical ability of legged animals to walk through
unstructured terrains. However, designing a controller for quadrupedal robots poses a …

A survey of wheeled-legged robots

M Bjelonic, V Klemm, J Lee, M Hutter - Climbing and Walking Robots …, 2022 - Springer
The community in legged robotics focuses on bio-inspired robots, although there are some
human inventions that nature could not recreate. One of the most significant examples is the …

Fast path planning through large collections of safe boxes

T Marcucci, P Nobel, R Tedrake… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
We present a fast algorithm for the design of smooth paths (or trajectories) that are
constrained to lie in a collection of axis-aligned boxes. We consider the case where the …

UNRealNet: Learning Uncertainty-Aware Navigation Features from High-Fidelity Scans of Real Environments

S Triest, DD Fan, S Scherer… - … on Robotics and …, 2024 - ieeexplore.ieee.org
Traversability estimation in rugged, unstructured environments remains a challenging
problem in field robotics. Often, the need for precise, accurate traversability estimation is in …

Footholds optimization for legged robots walking on complex terrain

Y Yin, Y Zhao, Y Xiao, F Gao - Frontiers of Mechanical Engineering, 2023 - Springer
This paper proposes a novel continuous footholds optimization method for legged robots to
expand their walking ability on complex terrains. The algorithm can efficiently run onboard …

Semantics-aware exploration and inspection path planning

M Dharmadhikari, K Alexis - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This paper contributes a novel strategy for semantics-aware autonomous exploration and
inspection path planning. Attuned to the fact that environments that need to be explored …