91 citations · 109 across the 5 of their papers we have counts for
5 papers
Show or Tell? Demonstration is More Robust to Changes in Shared Perception than Explanation
Theodore R. Sumers, Mark K. Ho, Thomas L. Griffiths
Successful teaching entails a complex interaction between a teacher and a learner. The teacher must select and convey information based on what they think the learner perceives and…
Resource-rational Task Decomposition to Minimize Planning Costs
Carlos G. Correa, Mark K. Ho, Fred Callaway +1
People often plan hierarchically. That is, rather than planning over a monolithic representation of a task, they decompose the task into simpler subtasks and then plan to accomplis…
The Efficiency of Human Cognition Reflects Planned Information Processing
Mark K. Ho, David Abel, Jonathan D. Cohen +2
Planning is useful. It lets people take actions that have desirable long-term consequences. But, planning is hard. It requires thinking about consequences, which consumes limited c…
On the Utility of Learning about Humans for Human-AI Coordination
Micah Carroll, Rohin Shah, Mark K. Ho +4
While we would like agents that can coordinate with humans, current algorithms such as self-play and population-based training create agents that can coordinate with themselves. Ag…
The Computational Structure of Unintentional Meaning
Mark K. Ho, Joanna Korman, Thomas L. Griffiths
Speech-acts can have literal meaning as well as pragmatic meaning, but these both involve consequences typically intended by a speaker. Speech-acts can also have unintentional mean…