Task Guidance

Task guidance research focuses on developing AI systems that effectively instruct users to complete complex tasks, improving efficiency and user experience. Current efforts explore alternative prompting methods, moving beyond simple examples towards more explicit, task-specific guidelines learned from data or automatically generated, and incorporating multimodal information (text, images, audio) for richer instruction. This field is crucial for advancing human-computer interaction, particularly in augmented reality and voice-assistant applications, and for creating more robust and adaptable AI agents capable of handling diverse real-world scenarios.