Latest Articles for Automation

Robots can now learn tasks from videos without labels, thanks to R+X.

Robots learn tasks by observing human actions using visual examples.

Exploring deep Model Predictive Control for adaptable robotic movement.

IICPilot simplifies backend design tasks for engineers using integrated circuits.

This article explores how reinforcement learning can optimize microreactor operations.

A new framework improves accuracy and efficiency in generating API calls.

Universal plans streamline robotic movement across diverse environments and situations.

Robots enhance task performance by understanding object interaction.

Discover how deep learning aids economists in analyzing complex data.

Anticipatory task and motion planning improves robot efficiency in daily activities.

An overview of key issues in designing specialized computing hardware.

New language-driven methods enhance robot learning for multiple tasks.

A framework improves the conversion of sketches into CAD files, enhancing design efficiency.

New methods improve robots' ability to handle unfamiliar objects.

LaMAGIC automates analog circuit design, saving time and improving accuracy for engineers.

SciQu speeds up material property predictions using machine learning and automated data extraction.

GET-Zero enhances robots' adaptability across varied designs without extensive retraining.

POGEMA framework enhances multi-agent navigation for efficient obstacle avoidance.

Study reveals how advanced learning methods improve machine adaptability to hardware issues.

New methods improve robotic grasping by utilizing advanced modeling techniques.

Researchers propose a method for robots to learn manipulation with less human input.

WayEx helps robots learn tasks efficiently with fewer demonstrations.

A new method helps robots learn and adapt to tasks effectively.

Discover how TaskGen improves task management for programs and agents.

A new method for guiding robotic sheep using robotic dogs in challenging environments.

A new method enhances robot manipulation in complex environments.

New method improves how robots adapt skills across different tasks and environments.

A new method improves understanding of safety constraints in robotics.

A new system improves quadruped robot movement across complex terrains.

Explore the importance of visualization datasets in enhancing automated data processes.

This article discusses methods for estimating aircraft position using image data.

Improving training environments is key to effective robotic learning.

Automating game description creation with AI can enhance accessibility and creativity.

New methods enhance the reachability of resource-aware systems.

A new model improves robotic grasping using natural language instructions.

New method boosts cooperation among robots, adapting to failures effectively.

A new approach to improve coordination in layered control systems using reinforcement learning.

Exploring how foundation models improve the development of digital twins.

Leveraging LLMs can enhance efficiency in extracting process information from natural language texts.

AI tools can make organizing trips easier and more effective.