Abstract: A robotic training system enabling intuitive skill transfer through human demonstration using paired devices, allowing robots to perform complex manipulation tasks traditionally requiring extensive manual programming or expensive hardware setups. Leader robotic devices configured for human manipulation and follower robotic devices replicate the leader's movements. Force sensors, torque sensors, or force-torque sensors measure and process force data, torque data, or force-torque data for recording training demonstrations for artificial intelligence (AI) models. Demonstration devices include user control interfaces, multiple workspace viewpoints, motion modification for haptic feedback, and interchangeable end effector tools. A control system enables automatic transitions between position and force control based on sensed interactions, while incorporating learned policies from demonstrations with visual and force data.

Abstract: Techniques to help reduce latency and improve computer performance including managing latency between client computers over a network with server computers including determining configurable time period, communicating quote data to client computers, determining most recent quote data from a cache and determining whether to execute quote data based on quote version data and time data associated with the quote data and based on the configurable time period.

Abstract: Techniques to help reduce latency and improve computer performance including managing latency between client computers over a network with server computers including determining configurable time period, communicating quote data to client computers, determining most recent quote data from a cache and determining whether to execute quote data based on quote version data and time data associated with the quote data and based on the configurable time period.

Abstract: Techniques to help reduce latency and improve computer performance including managing latency between client computers over a network with server computers including determining configurable time period, communicating quote data to client computers, determining most recent quote data from a cache and determining whether to execute quote data based on quote version data and time data associated with the quote data and based on the configurable time period.

Abstract: Techniques to help reduce latency and improve computer performance including managing latency between client computers over a network with server computers including determining configurable time period, communicating quote data to client computers, determining most recent quote data from a cache and determining whether to execute quote data based on quote version data and time data associated with the quote data and based on the configurable time period.

Abstract: Methods, systems, and apparatus, including computer programs encoded on one or more computer storage devices pertaining to integrated music files, The methods include receiving data representative of notes associated with a musical piece. The methods include generating an image that includes at least one glyph, the glyph including a graphical representation of one of the notes of the musical piece. The methods include generating a musical file, the music file including instructions for causing the computer to play the notes of the musical piece. The methods include generating a mapping that referencing the instructions and the glyph. The methods also include generating a sheet music data file, the sheet music data file including the image, the music file, and the mapping.