Robotics

71 Posts

ChatGPT’s Best Friend: Unitree's robot dog Go2 is smarter than ever.
Robotics

ChatGPT’s Best Friend: Unitree's robot dog Go2 is smarter than ever.

The latest robot dog is smarter — and less expensive — than ever. Unitree Robotics of Hangzhou, China, unleashed Go2, a quadruped robot that trots alongside its owner, stands on two legs, jumps, talks, takes photos, and retails for less than a high-end MacBook.
Sample-Efficient Training for Robots: Reinforcement learning from human feedback to train robots
Robotics

Sample-Efficient Training for Robots: Reinforcement learning from human feedback to train robots

Training an agent that controls a robot arm to perform a task — say, opening a door — that involves a sequence of motions (reach, grasp, turn, pull, release) can take from tens of thousands to millions of examples...
AI-guided robotic arms crafting, forming and polishing metal
Robotics

AI Shows Its Metal: How Machina Labs uses AI to automate metal fabrication

Neural networks are predicting how metal will deform under pressure to pilot robots through the tricky process of fabricating aircraft. Machina Labs crafts metal using AI-guided robotic arms.
Results from a poll by Pew Research Center
Robotics

What Americans Want From AI: Pew survey asks 11,000 Americans about AI.

Adults in the United States tend to view AI’s medical applications favorably but are leery of text and image generation. Pew Research Center polled 11,004 U.S. adults for their opinions of AI in science, healthcare, and media.
Examples of learned gaits acquired on a variety of real-world terrains
Robotics

Real-World Training on the Double: A new method rapidly trains robots in the real world.

Roboticists often train their machines in simulation, where the controller model can learn from millions of hours of experience. A new method trained robots in the real world in 20 minutes.
Architecture for PointGoal Navigation on a legged robot
Robotics

Streamlined Robot Training: Robots trained in lo-fi simulation perform better in reality.

Autonomous robots trained to navigate in a simulation often struggle in the real world. New work helps bridge the gap in a counterintuitive way.
Illustration of three deers doing holiday household chores: washing a champagne flute, cooking pie and wrapping a gift
Robotics

One Model Does It All: Multi-task AI models got more sophisticated in 2022.

Individual deep learning models proved their mettle in hundreds of tasks. The scope of multi-task models expanded dramatically in the past year.
Ground truth video of a road on the left and predicted video with MaskViT on the right
Robotics

Seeing What Comes Next: Transformers predict future video frames.

If a robot can predict what it’s likely to see next, it may have a better basis for choosing an appropriate action — but it has to predict quickly. Transformers, for all their utility in computer vision, aren’t well suited to this because of their steep computational and memory requirements...
Robot with an arm, camera, and gripper handing over a plastic bottle to a person
Robotics

Parsing Commands Into Actions: NLP Helps Google Robot Understand Spoken Instructions

A new method enables robots to respond helpfully to verbal commands by pairing a natural language model with a repertoire of existing skills.
Fishermen insert their catch into a machine from Shinkei Systems, which automatically processes the fish.
Robotics

Neural Nets Catch Fresher Fish: Robot Deck Hand Automatically Processes Fish

Shinkei Systems developed a machine that uses computer vision to slaughter fish in a way that maximizes their shelf life and flavor.
TX SCAR robot restocks beverages at a FamilyMart in Japan.
Robotics

One Cool Robot: FamilyMart Uses TX SCAR Robots to Restock Beverages

FamilyMart, a chain of Japanese convenience stores, plans to employ robots to fill shelves with beverage bottles at 300 locations.
Humanized Training for Robot Arms
Robotics

Humanized Training for Robot Arms: New Research Improves Robot Performance and Adaptability

Robots trained via reinforcement learning usually study videos of robots performing the task at hand. A new approach used videos of humans to pre-train robotic arms.
Ingenuity (drone) on Mars
Robotics

More Autonomy for Martian Drone: NASA Upgrades Ingenuity Rover's Navigation Algorithm

The United States space agency is upgrading the system that pilots its helicopter on the Red Planet. The National Aeronautics and Space Administration (NASA) announced that Ingenuity, a drone sent to Mars as part of its 2020 mission to Mars, will receive a new collision-avoidance algorithm.
Remote-controlled drone capable of firing electroshock darts
Robotics

Ethics Team Scuttles Taser Drone: Axon Cancels Plans to Sell a Taser Drone

A weaponized AI system intended to protect students has been grounded. Axon, which makes law-enforcement equipment such as tasers and body cameras, canceled a plan to sell remote-controlled drones capable of firing electroshock darts.
Gato’s performance on simulated control tasks | Image captions generated by Gato
Robotics

One Model, Hundreds of Tasks: Multimodal Transformer Performs Over 600 Different Tasks

Researchers took a step toward achieving a longstanding goal: One model that performs a whole lot of very different tasks. Scott Reed, Konrad Żołna, Emilio Parisotto and a team at DeepMind announced Gato.
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