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cs.AI2025
Individual differences in the cognitive mechanisms of planning strategy discovery
Ruiqi He, Falk Lieder
People employ efficient planning strategies. But how are these strategies acquired? Previous research suggests that people can discover new planning strategies through learning fro…
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.AI2022★ 1 cited
Have I done enough planning or should I plan more?
Ruiqi He, Yash Raj Jain, Falk Lieder
People's decisions about how to allocate their limited computational resources are essential to human intelligence. An important component of this metacognitive ability is deciding…