zero-shot-coordination

This paper proposes Influence-Based Team Steering (IBTS), a framework for zero-shot human-machine teaming that uses influence shaping to discover diverse interaction patterns and steer trajectories toward stronger coordination. Experiments on Overcooked-AI with two-agent and three-agent settings, including a 30-subject human study, show IBTS improves team performance over baselines.