Robotics

80 Posts

Autonomous heavy-duty vehicle moving in an industrial warehouse area.
Robotics

Robots On the Loading Dock: Tensions mount as automation transforms U.S. shipping ports

Shipping ports are the latest front in the rising tension between labor unions and AI-powered automation.
LLM leaderboard with Chinese models rising in ranks.
Robotics

A Year of Contending Forces: State of AI report highlights 2024’s major trends and breakthroughs

A new report documents the interplay of powerful forces that drove AI over the past year: open versus proprietary technology, public versus private financing, innovation versus caution. 
Man playing table tennis against a robotic arm, which returns the ball during the match.
Robotics

Robot Server: Google’s table tennis robot triumphs over beginners

A robot that plays table tennis beats human beginners and entertains experts.
Covariant robotic arm clutching an Amazon box.
Robotics

Amazon Boosted by Covariant: Amazon strengthens logistics and robotics with new AI partnership

Amazon took on talent and technology from robotics startup Covariant to enhance its warehouse automation, an area critical to its core ecommerce business.
Brain-Controlled Robots Get More Versatile: NOIR, a system to control robots via electroencephalogram for everyday tasks
Robotics

Brain-Controlled Robots Get More Versatile: NOIR, a system to control robots via electroencephalogram for everyday tasks

Brain-to-computer interfaces that enable users to control robots with their thoughts typically execute a single type of task such as reaching and grasping. Researchers designed a system that responds to a variety of intentions.
Robo-Football From Simulation to Reality: Reinforcement learning powers humanoid robots to play football
Robotics

Robo-Football From Simulation to Reality: Reinforcement learning powers humanoid robots to play football

Humanoid robots can play football (known as soccer in the United States) in the real world, thanks to reinforcement learning.
Conversational Robots: RFM-1, a model that enables robots to understand and act on human commands
Robotics

Conversational Robots: RFM-1, a model that enables robots to understand and act on human commands

Robots equipped with large language models are asking their human overseers for help.
Robot Chemist: RoboChem, a system that outshines human chemists in chemical synthesis efficiency
Robotics

Robot Chemist: RoboChem, a system that outshines human chemists in chemical synthesis efficiency

A robot outperformed human chemists at synthesizing chemicals. Researchers at University of Amsterdam built RoboChem, an integrated robotic system that learned to design light-activated chemical reactions while achieving optimal yields and throughput.
Figure showing how PaLM-E operates on multimodal sentences
Robotics

This Language Model Speaks Robot: PaLM-E, the model that improves robot control with large language model expertise

A pretrained large language model has helped a robot resolve high-level commands into sequences of subtasks. It can do this more precisely with additional training — both on language-vision tasks and robotics tasks. 
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.
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