Topic
human-robot interaction
Artificial Intelligence #human-robot interaction#co-creation
Co-policy Framework Enables Real-Time Human-Robot Musical Co-Creation with Semantic Understanding
A research paper presents Co-policy, a framework for human-robot musical co-creation that separates semantic intent grounding, constrained musical variation, and visuomotor execution. It uses a fine-tuned Qwen-vl planner and a Gaussian-Mixture Visuomotor Policy to enable low-latency, physically grounded responses in real-time performances.
Jun 20, 2026 1 source
Artificial Intelligence #robotics#motor learning
Bidirectional Tutoring Improves Robot Motor Learning and Generalization, Study Finds
Researchers demonstrate that bidirectional tutoring, where tutor and robot dynamically adapt, produces more consistent behavioral patterns and stage-wise generalization in robot motor learning compared to unidirectional approaches.
Jun 20, 2026 1 source