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About

James C. McCann is a leading researcher at the intersection of robotics, human-computer interaction, and creative arts, with a focus on enabling expressive, tactile, and collaborative robotic systems. His most impactful work centers on two key areas: robotic painting and machine-knitted tactile skins. McCann’s FRIDA project (Framework and Robotics Initiative for Developing Arts) introduced a differentiable, real2sim2real planning environment that allows robots to dynamically interpret and render artistic intent, bridging the gap between simulation and physical creation. This work has garnered 24 citations and laid the foundation for CoFRIDA, a self-supervised fine-tuning framework that enables true human-robot co-painting, moving beyond one-shot input to iterative, interactive collaboration. In parallel, McCann’s RobotSweater project (18 citations) revolutionizes tactile sensing by using industrial machine knitting to produce scalable, customizable, and flexible tactile skins for robots, enhancing their ability to perceive and react to physical contact. His contributions are notable for their interdisciplinary impact, merging art, engineering, and material science to make robots more intuitive and responsive partners in both creative and industrial settings.