Workshop on the Role and Opportunity of AI in Haptics — Touchless | Next-Generation of Touchless Haptic Technologies

Workshop & Panel / 30th June / Lille France

Machine Learning (ML) and Artificial Intelligence (AI) have significantly accelerated the development of haptic technologies, creating innovative solutions for tactile sensing, texture synthesis, and haptic communication. For instance, AI-powered robotic finger sensors have advanced tactile sensing, providing robots with human-like dexterity and touch perception. In texture synthesis, ML algorithms are now adept at crafting complex vibration patterns that mimic the feel of different surfaces, enhancing virtual reality experiences by adding a layer of tactile realism. Recent research also demonstrates AI's role in haptic communication, where it can prescribe the most effective tactile feedback for a given multisensory environment.

Evidently, this synergy between AI and haptics is fostering more immersive and interactive media experiences, making virtual environments more convincing and engaging.

Despite these advancements, the potential for generative AI to create new textures, sensations, and haptic languages is immense. For example, it could revolutionize how we interact with digital content, allowing for the creation of dynamic, responsive haptic feedback that adapts to user interactions in real-time.

We believe that the current state of the art is ripe with opportunities, such as enhancing remote collaboration through more expressive haptic signals or creating more accessible interfaces for individuals with visual impairments. However, this frontier also poses considerations around the responsible research (RR) and ethical use of AI in artificial touch, data privacy, and the need for standards in haptic device interoperability.

Join us at this workshop, where we will delve into these developments, presenting cutting-edge research and fostering dialogue on the future of haptics in AI. Through expert presentations and an interactive panel discussion, we will explore the current landscape and forecast the transformative impact of AI on haptic technology.