Robotics
Over the past decade or so, advancements in machine learning have enabled the development of systems that are increasingly autonomous, including self-driving vehicles, virtual assistants and mobile robots. Among other things, ...
Robotics
Reinforcement learning (RL) has so far proved to be an effective technique for training artificial agents on individual tasks. However, when it comes to training multi-purpose robots, which should be able to complete a variety ...
Machine learning & AI
Reinforcement learning (RL) is a widely used machine-learning technique that entails training AI agents or robots using a system of reward and punishment. So far, researchers in the field of robotics have primarily applied ...
Robotics
According to a new study by USC computer scientists, to help a robot succeed, you might need to show it some tough love.
Nov 6, 2019
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Robotics
Practise makes perfect—it is an adage that has helped humans become highly dexterous and now it is an approach that is being applied to robots.
Nov 4, 2019
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Robotics
"Just think about what a fly can do," says Professor Pavan Ramdya, whose lab at EPFL's Brain Mind Institute, with the lab of Professor Pascal Fua in EPFL's Institute for Computer Science, led the study. "A fly can climb across ...
Oct 9, 2019
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Robotics
EPFL scientists are developing new approaches for improved control of robotic hands—in particular for amputees—that combines individual finger control and automation for improved grasping and manipulation. This interdisciplinary ...
Sep 11, 2019
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Robotics
A team of Australian researchers has designed a reliable strategy for testing physical abilities of humanoid robots—robots that resemble the human body shape in their build and design. Using a blend of machine learning ...
Aug 23, 2019
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Robotics
In recent years, a growing number of researchers have explored the use of robotic arms or dexterous hands to solve a variety of everyday tasks. While many of them have successfully tackled simple tasks, such as grasping or ...
Creating a future that is bright for all requires more humanity rather than less. Especially in the case of robots.
Aug 16, 2019
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