[HTML][HTML] Deep reinforcement learning for soft, flexible robots: Brief review with impending challenges

S Bhagat, H Banerjee, ZT Ho Tse, H Ren - Robotics, 2019 - mdpi.com
The increasing trend of studying the innate softness of robotic structures and amalgamating
it with the benefits of the extensive developments in the field of embodied intelligence has …

Exploration of underwater life with an acoustically controlled soft robotic fish

RK Katzschmann, J DelPreto, R MacCurdy, D Rus - Science Robotics, 2018 - science.org
Closeup exploration of underwater life requires new forms of interaction, using biomimetic
creatures that are capable of agile swimming maneuvers, equipped with cameras, and …

State-of-the-art underwater acoustic communication modems: Classifications, analyses and design challenges

MYI Zia, J Poncela, P Otero - Wireless personal communications, 2021 - Springer
Acoustic modem is one of the key elements of an underwater wireless sensor network
(UWSN). Compared to a terrestrial wireless sensor network (WSN), designing a UWSN is …

A review of advances in underwater humanoid robots for human-machine cooperation

C Yang, X Wu, M Lin, R Lin, D Wu - Robotics and Autonomous Systems, 2024 - Elsevier
Underwater humanoid robots (UHRs) have emerged as a significant area of interest in
robotics, with the potential to overcome the limitations of traditional underwater robots and …

Design of a low-cost modem for short-range underwater acoustic communications

MYI Zia, P Otero, J Poncela - Wireless Personal Communications, 2018 - Springer
An underwater acoustic modem (UAM) is an essential component of an underwater wireless
sensor network (UWSN). The applications of UWSNs include, but are not limited to …

[PDF][PDF] 气动软体机器人发展现状与趋势

管清华, 孙健, 刘彦菊, 冷劲松 - SCIENTIA SINICA Informationis, 2012 - researchgate.net
摘要软体机器人由于其内在的高度的灵活性, 良好的顺应性, 出色的适应性和自然安全的可交互
性, 在医疗, 教育, 服务, 救援, 探索, 探测, 可穿戴设备等领域越来越受到重视 …

Building and controlling fluidically actuated soft robots: from open loop to model-based control

RK Katzschmann - 2018 - dspace.mit.edu
This thesis describes the creation and control of soft robots made of deformable elastomer
materials and powered by fluidics. We embed soft fluidic actuators into self-contained soft …

Kinematic and hydrodynamic mechanisms of Misgurnus anguillicaudatus during routine turning

ZJ Liang, CY Guo, Y Han, P Xu, YY Yu - Physics of Fluids, 2023 - pubs.aip.org
Although traditional underwater thrusters are technologically advanced and widely used,
they have limitations in propulsion efficiency, flexibility, and noise. Studying the swimming …

Design of a Deep Learning-Based Underwater Acoustic Sensor Transceiver

CT Yen, TY Wu - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
This study adopted multiscale convolutional neural networks (MCNNs) to increase the
volume of feature extraction, and a long short-term memory (LSTM) network was employed …

Deep reinforcement learning for soft robotic applications: Brief overview with impending challenges

S Bhagat, H Banerjee, H Ren - 2018 - preprints.org
The increasing trend of studying the innate softness of robotic structures and amalgamating
it with the benefits of the extensive developments in the field of embodied intelligence has …