25 results match your criteria: "Artificial Intelligence"

Modular microrobotics can potentially address many information-intensive microtasks in medicine, manufacturing, and the environment. However, surface area has limited the natural powering, communication, functional integration, and self-assembly of smart mass-fabricated modular robotic devices at small scales. We demonstrate the integrated self-folding and self-rolling of functionalized patterned interior and exterior membrane surfaces resulting in programmable, self-assembling, intercommunicating, and self-locomoting micromodules (smartlets ≤ 1 cubic millimeter) with interior chambers for onboard buoyancy control.

View Article and Find Full Text PDF

Precise and dexterous robotic manipulation via human-in-the-loop reinforcement learning.

Sci Robot

August 2025

Department of Electrical Engineering and Computer Sciences, University of California, Berkeley, CA 94720, USA.

Article Synopsis
  • Robotic manipulation is a key challenge in robotics, with current methods facing limitations in design, performance, and data needs, affecting their real-world application.
  • Reinforcement learning (RL) offers an alternative by allowing robots to learn complex skills through interaction, but challenges like sample efficiency and safety remain.
  • Our human-in-the-loop, vision-based RL system has achieved significant improvements in dexterous manipulation tasks in the real world, doubling task success rates and increasing execution speed within just a couple of hours of training.
View Article and Find Full Text PDF

Photocatalytic microrobots for treating bacterial infections deep within sinuses.

Sci Robot

June 2025

College of Chemistry and Environmental Engineering, Shenzhen University, Shenzhen 518055, P. R. China.

Microrobotic techniques are promising for treating biofilm infections located deep within the human body. However, the presence of highly viscous pus presents a formidable biological barrier, severely restricting targeted and minimally invasive treatments. In addition, conventional antibacterial agents exhibit limited payload integration with microrobotic systems, further compromising therapeutic efficiency.

View Article and Find Full Text PDF

The human skin can reliably capture a wide range of multimodal data over a large surface while providing a soft interface. Artificial technologies using microelectromechanical systems (MEMS) can emulate these biological functions but present numerous challenges in fabrication, delamination due to soft-rigid interfaces, and electrical interference. To address these difficulties, we present a single-layer multimodal sensory skin made using only a highly sensitive hydrogel membrane.

View Article and Find Full Text PDF

Coordinating the motion between lower and upper limbs and aligning limb control with perception are substantial challenges in robotics, particularly in dynamic environments. To this end, we introduce an approach for enabling legged mobile manipulators to play badminton, a task that requires precise coordination of perception, locomotion, and arm swinging. We propose a unified reinforcement learning-based control policy for whole-body visuomotor skills involving all degrees of freedom to achieve effective shuttlecock tracking and striking.

View Article and Find Full Text PDF

Miniature deep-sea morphable robot with multimodal locomotion.

Sci Robot

March 2025

School of Mechanical Engineering and Automation, Beihang University, Beijing, China.

Article Synopsis
  • Research on miniature deep-sea robots aims to create compact devices that can explore and interact with deep ocean environments.
  • A new centimeter-scale soft actuator design incorporates advanced materials to enhance performance under high pressure, enabling effective motion at various ocean depths.
  • The development includes a miniature robot with multimodal locomotion and a wearable soft gripper, both tested in extreme underwater conditions, highlighting potential for future deep-sea exploration.
View Article and Find Full Text PDF

Torque and continuous rotation are fundamental methods of actuation and manipulation in rigid robots. Soft robot arms use soft materials and structures to mimic the passive compliance of biological arms that bend and extend. This use of compliance prevents soft arms from continuously transmitting and exerting torques to interact with their environment.

View Article and Find Full Text PDF

Robotic locomotion has shown substantial advancements, yet robots still lack the versatility and agility shown by animals navigating complex terrains. This limits their applicability in complex environments where they could be highly beneficial. Unlike existing robots that rely on intricate perception systems to construct models of both themselves and their surroundings, a more bioinspired approach leverages reconfiguration to adapt a robot's morphology to its environment.

View Article and Find Full Text PDF

Highly agile flat swimming robot.

Sci Robot

February 2025

Soft Transducers Laboratory (LMTS), École Polytechnique Fédérale de Lausanne (EPFL), Neuchâtel, Switzerland.

Navigating and exploring the surfaces of bodies of water allow swimming robots to perform a range of measurements while efficiently communicating and harvesting energy from the Sun. Such environments are often highly unstructured and cluttered with plant matter, animals, and debris, which require robots to move swiftly. We report a fast (5.

View Article and Find Full Text PDF

Bird-inspired reflexive morphing enables rudderless flight.

Sci Robot

November 2024

Faculty of Science and Engineering, University of Groningen, Groningen, Netherlands.

Gliding birds lack a vertical tail, yet they fly stably rudderless in turbulence without needing discrete flaps to steer. In contrast, nearly all airplanes need vertical tails to damp Dutch roll oscillations and to control yaw. The few exceptions that lack a vertical tail either leverage differential drag-based yaw actuators or their fixed planforms are carefully tuned for passively stable Dutch roll and proverse yaw.

View Article and Find Full Text PDF

We present the self-organizing nervous system (SoNS), a robot swarm architecture based on self-organized hierarchy. The SoNS approach enables robots to autonomously establish, maintain, and reconfigure dynamic multilevel system architectures. For example, a robot swarm consisting of independent robots could transform into a single -robot SoNS and then into several independent smaller SoNSs, where each SoNS uses a temporary and dynamic hierarchy.

View Article and Find Full Text PDF

Robots made from reconfigurable modular units feature versatility, cost efficiency, and improved sustainability compared with fixed designs. Reconfigurable modules driven by soft actuators provide adaptable actuation, safe interaction, and wide design freedom, but existing soft modules would benefit from high-speed and high-strain actuation, as well as driving methods well-suited to untethered operation. Here, we introduce a class of electrically actuated robotic modules that provide high-speed (a peak contractile strain rate of 4618% per second, 15.

View Article and Find Full Text PDF

Stretchable Arduinos embedded in soft robots.

Sci Robot

September 2024

Department of Mechanical Engineering and Materials Science, Yale University, 9 Hillhouse Ave., New Haven, CT 06511, USA.

To achieve real-world functionality, robots must have the ability to carry out decision-making computations. However, soft robots stretch and therefore need a solution other than rigid computers. Examples of embedding computing capacity into soft robots currently include appending rigid printed circuit boards to the robot, integrating soft logic gates, and exploiting material responses for material-embedded computation.

View Article and Find Full Text PDF

Bistable soft jumper capable of fast response and high takeoff velocity.

Sci Robot

August 2024

State Key Laboratory of Fluid Power and Mechatronic Systems, College of Mechanical Engineering, Zhejiang University, Hangzhou 310027, China.

In contrast with jumping robots made from rigid materials, soft jumpers composed of compliant and elastically deformable materials exhibit superior impact resistance and mechanically robust functionality. However, recent efforts to create stimuli-responsive jumpers from soft materials were limited in their response speed, takeoff velocity, and travel distance. Here, we report a magnetic-driven, ultrafast bistable soft jumper that exhibits good jumping capability (jumping more than 108 body heights with a takeoff velocity of more than 2 meters per second) and fast response time (less than 15 milliseconds) compared with previous soft jumping robots.

View Article and Find Full Text PDF

Variable-stiffness-morphing wheel inspired by the surface tension of a liquid droplet.

Sci Robot

August 2024

Advanced Robotics Research Center, Korea Institute of Machinery and Materials, University of Science and Technology, Daejeon 34103, Korea.

Wheels have been commonly used for locomotion in mobile robots and transportation systems because of their simple structure and energy efficiency. However, the performance of wheels in overcoming obstacles is limited compared with their advantages in driving on normal flat ground. Here, we present a variable-stiffness wheel inspired by the surface tension of a liquid droplet.

View Article and Find Full Text PDF

This paper introduces an approach to fabricating lightweight, untethered soft robots capable of diverse biomimetic locomotion. Untethering soft robotics from electrical or pneumatic power remains one of the prominent challenges within the field. The development of functional untethered soft robotic systems hinges heavily on mitigating their weight; however, the conventional weight of pneumatic network actuators (pneu-nets) in soft robots has hindered untethered operations.

View Article and Find Full Text PDF

We investigated whether deep reinforcement learning (deep RL) is able to synthesize sophisticated and safe movement skills for a low-cost, miniature humanoid robot that can be composed into complex behavioral strategies. We used deep RL to train a humanoid robot to play a simplified one-versus-one soccer game. The resulting agent exhibits robust and dynamic movement skills, such as rapid fall recovery, walking, turning, and kicking, and it transitions between them in a smooth and efficient manner.

View Article and Find Full Text PDF

This article extends the findings of our previous research "Preliminary reconstruction of climate changes and vegetation cover inferred from pollen study of the arctic lake bottom sediments from the southwestern part of the Yamal Peninsula" (G.R. Nigamatzyanova, N.

View Article and Find Full Text PDF

Cognitive functioning and social media: Has technology changed us?

Acta Psychol (Amst)

November 2021

California School of Professional Psychology at Alliant International University, 1000 South Fremont Ave., Unit 5, Alhambra, CA 91803, United States of America. Electronic address:

Social media use and its effects on mood have been well researched. However, social media use and its effects on cognition are not as well known. Based on the research studies available, this study hypothesized that those categorized as participating in high social media use would have lower ability to effectively inhibit irrelevant information and higher ability for working memory.

View Article and Find Full Text PDF

COVID-19 and Gaza: The Ideal Time to Establish a Medical Reserve Corps of Public Health Preventive Medicine Specialists.

Health Secur

April 2021

Ponn P. Mahayosnand, MPH, is a Research Scholar, Ronin Institute for Independent Scholarship, Montclair, NJ. Z. M. Sabra and D. M. Sabra are Students, Faculty of Medicine, Islamic University of Gaza, Gaza Strip. This commentary was first posted as a preprint on SocArXiv on November 1, 2020 (https://

View Article and Find Full Text PDF

The restrictive measures implemented in response to the COVID-19 pandemic have triggered sudden massive changes to travel behaviors of people all around the world. This study examines the individual mobility patterns for all transport modes (walk, bicycle, motorcycle, car driven alone, car driven in company, bus, subway, tram, train, airplane) before and during the restrictions adopted in ten countries on six continents: Australia, Brazil, China, Ghana, India, Iran, Italy, Norway, South Africa and the United States. This cross-country study also aims at understanding the predictors of protective behaviors related to the transport sector and COVID-19.

View Article and Find Full Text PDF

The recent outbreak of the COVID-19 pandemic has posed a significant threat to the healthy lives and well-being of billions of people worldwide. As the world begins to open up from lockdowns and enters an unprecedented state of vulnerability, or what many have called "the new normal", it makes sense to reflect on what we have learned, revisit our fundamental assumptions, and start charting the way forward to contribute to building a sustainable world. In this essay, we argue that despite its significant damage to human lives and livelihoods, the coronavirus pandemic presents an excellent opportunity for the human family to act in solidarity and turn this crisis into an impetus to achieve the United Nation's (UN) Sustainable Development Goals (SDG).

View Article and Find Full Text PDF

The Transformative Potential of Disruptions: A Viewpoint.

Int J Inf Manage

December 2020

Dept of Information Systems, City University of Hong Kong, Tat Chee Avenue, Kowloon, Hong Kong.

I engage with the impact of disruptions on my work life, and consider the transformative potential that these disruptions offer. I focus on four parts of my life: as a researcher, teacher, administrator and editor. In each, I examine the nature of the disruption and the way I deal with it.

View Article and Find Full Text PDF

Writing and publishing scientific papers have become requisites for all scientists (researchers and academics alike) to maintain their professional career. The prospects of writing a scientific paper are often regarded as somewhat daunting to the uninitiated. However a universal, well established structure format known as "IMRAD": i.

View Article and Find Full Text PDF

The author shares twelve practical tips on how to navigate the process of getting a manuscript published. These tips, which apply to all fields of academic writing, advise that during the initial preparation phase authors should: (1) plan early to get it out the door; (2) address authorship and writing group expectations up front; (3) maintain control of the writing; (4) ensure complete reporting; (5) use electronic reference management software; (6) polish carefully before they submit; (7) select the right journal; and (8) follow journal instructions precisely. Rejection after the first submission is likely, and when this occurs authors should (9) get it back out the door quickly, but first (10) take seriously all reviewer and editor suggestions.

View Article and Find Full Text PDF