3 papers
cs.AI2024
Experience-driven discovery of planning strategies
Ruiqi He, Falk Lieder
One explanation for how people can plan efficiently despite limited cognitive resources is that we possess a set of adaptive planning strategies and know when and how to use them.…
cs.LG2023
Structurally guided task decomposition in spatial navigation tasks
Ruiqi He, Carlos G. Correa, Thomas L. Griffiths +1
How are people able to plan so efficiently despite limited cognitive resources? We aimed to answer this question by extending an existing model of human task decomposition that can…
cs.LG2023
What are the mechanisms underlying metacognitive learning?
Ruiqi He, Falk Lieder
How is it that humans can solve complex planning tasks so efficiently despite limited cognitive resources? One reason is its ability to know how to use its limited computational re…