A team from ETH Zurich is teaching a wheeled and legged robot to complete tasks. Unusually though, they're using a curiosity-based incentive/reward architecture. The method, it's claimed, can speed up learning by cutting out extraneous reward-shaping.
A team from ETH Zurich is teaching a wheeled and legged robot to complete tasks. Unusually though, they’re using a curiosity-based incentive/reward architecture. The method, it’s claimed, can speed up learning by cutting out extraneous reward-shaping.Researchers at ETH Zurich are pioneering an innovative approach to robotic learning by integrating a curiosity-driven incentive system into the training of a wheeled and legged robot.
The curiosity-based architecture employed by the ETH Zurich team allows the robot to identify and engage with tasks that it finds intriguing or novel, thereby facilitating a more natural and efficient learning process. This approach not only reduces the complexity involved in programming specific tasks but also accelerates the robot’s ability to adapt to new challenges.
This cutting-edge research could have significant implications for the future of robotics, particularly in fields requiring high adaptability and continuous learning. The success of the ETH Zurich team’s curiosity-driven learning model may pave the way for broader applications of autonomous robots in complex scenarios, ranging from industrial automation to rescue operations, where flexibility and quick learning are crucial.
United Kingdom Latest News, United Kingdom Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
The Best Robots Are Matt Berry RobotsMatt Berry voices a robot in Fallout
Read more »
Good heart health in middle age may preserve brain function among Black women as they ageCognitive decline among Black women linked to poor heart health in middle age.
Read more »
Why Teach Robots To Read Braille?Researchers at Cambridge University are teaching robots to read Braille. But the research is not intended to make the lives of blind people better. By teaching robots the sensitivity needed to read Braille, researchers can develop better prosthetic hands.
Read more »
EXCLUSIVE: ‘Going Dry’ Author Hilary Sheinbaum Talks Why the Sober-curious Movement Has Exploded in Popularity'Going Dry' is a workbook for the sober-curious customer. Here, author Hilary Sheinbaum shares book details and insights on the nonalcoholic space.
Read more »
The Striped Possum: A Tiny and Curious Creature of Australia and New GuineaThe striped possum is a small nocturnal creature that hunts for bugs and grubs in the rainforests of Australia and New Guinea. It has a black-and-white pelt and a long tail, resembling a miniature skunk. Despite its intelligence, it keeps its distance from humans.
Read more »
Friends of the White Whale Society Presents a curious cousinThanks to Deb for sharing: 'Spotted this guy running around Adams Morgan. Half gray, half reddish-brown.' Friends of the White Whale Society is brought to you by the team behind Hawks*** around Town. You can email your sightings to princeofpetworthgmail.
Read more »