Topic
robotic
Artificial Intelligence #frequency-aware#flow matching
Frequency-Aware Flow Matching Enhances Robotic Action Generation for Industrial Automation
A new method called Frequency-Aware Flow Matching (FAFM) addresses discretized action chunk limitations in robotic manipulation by using discrete cosine transform (DCT) and temporal derivative regularization. It produces temporally consistent, smooth actions without adding network parameters, improving success rates across benchmarks and real-world robots.
Jun 20, 2026 1 source
Technology Artificial Intelligence #xiaomi#robotic
Xiaomi's robotic home charging arm brings EV automation to market, 12 years after Tesla abandoned the idea
Xiaomi has unveiled a robotic home charging arm that automatically plugs into and unplugs from its electric vehicles, becoming the first to bring such a system to market. Tesla promised a similar 'metal snake' charger in 2014 but abandoned the project. The arm eliminates the need for drivers to handle heavy cables and can be activated via smartphone.
Jun 15, 2026 1 source