Zhaoming Tian

Beyond Single Stationary Policies: Meta-Task Players as Naturally Superior Collaborators

In human-AI collaborative tasks, the distribution of human behavior, influenced by mental models, is non-stationary, manifesting in various levels of initiative and different collaborative strategies. A significant challenge in human-AI collaboration is determining how to collaborate effectively wit…