Embodied neuromorphic intelligence

C Bartolozzi, G Indiveri, E Donati - Nature communications, 2022 - nature.com
The design of robots that interact autonomously with the environment and exhibit complex
behaviours is an open challenge that can benefit from understanding what makes living …

The neuromechanics of animal locomotion: From biology to robotics and back

P Ramdya, AJ Ijspeert - Science Robotics, 2023 - science.org
Robotics and neuroscience are sister disciplines that both aim to understand how agile,
efficient, and robust locomotion can be achieved in autonomous agents. Robotics has …

Multi-environment robotic transitions through adaptive morphogenesis

R Baines, SK Patiballa, J Booth, L Ramirez, T Sipple… - Nature, 2022 - nature.com
The current proliferation of mobile robots spans ecological monitoring, warehouse
management and extreme environment exploration, to an individual consumer's home …

Multi-Modal Mobility Morphobot (M4) with appendage repurposing for locomotion plasticity enhancement

E Sihite, A Kalantari, R Nemovi, A Ramezani… - Nature …, 2023 - nature.com
Robot designs can take many inspirations from nature, where there are many examples of
highly resilient and fault-tolerant locomotion strategies to navigate complex terrains by …

Spinning-enabled wireless amphibious origami millirobot

Q Ze, S Wu, J Dai, S Leanza, G Ikeda, PC Yang… - Nature …, 2022 - nature.com
Wireless millimeter-scale origami robots have recently been explored with great potential for
biomedical applications. Existing millimeter-scale origami devices usually require separate …

A virtual rodent predicts the structure of neural activity across behaviours

D Aldarondo, J Merel, JD Marshall, L Hasenclever… - Nature, 2024 - nature.com
Animals have exquisite control of their bodies, allowing them to perform a diverse range of
behaviours. How such control is implemented by the brain, however, remains unclear …

[HTML][HTML] Review of hybrid aquatic-aerial vehicle (HAAV): Classifications, current status, applications, challenges and technology perspectives

G Yao, Y Li, H Zhang, Y Jiang, T Wang, F Sun… - Progress in Aerospace …, 2023 - Elsevier
In recent years, there has been a growing need for vehicles with air-water amphibious
capacities for both military and civil applications, and the technological advances in …

A bipedal walking robot that can fly, slackline, and skateboard

K Kim, P Spieler, ES Lupu, A Ramezani, SJ Chung - Science Robotics, 2021 - science.org
Numerous mobile robots in various forms specialize in either ground or aerial locomotion,
whereas very few robots can perform complex locomotion tasks beyond simple walking and …

CPG-RL: Learning central pattern generators for quadruped locomotion

G Bellegarda, A Ijspeert - IEEE Robotics and Automation …, 2022 - ieeexplore.ieee.org
In this letter, we present a method for integrating central pattern generators (CPGs), ie
systems of coupled oscillators, into the deep reinforcement learning (DRL) framework to …

Viability leads to the emergence of gait transitions in learning agile quadrupedal locomotion on challenging terrains

M Shafiee, G Bellegarda, A Ijspeert - Nature Communications, 2024 - nature.com
Quadruped animals are capable of seamless transitions between different gaits. While
energy efficiency appears to be one of the reasons for changing gaits, other determinant …