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researcher

Falk Lieder

12 papers hereh-index 263.6k citations80 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author11

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.AI10
  • cs.LG2
same name
  • Falk Lieder — 2 papers, h 2
  • Falk Lieder — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedAutomatic Discovery of Interpretable Planning Strategies

20 citations · 50 across the 12 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

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…

cs.AI2023★ 1 cited

Toward a normative theory of (self-)management by goal-setting

Nishad Singhi, Florian Mohnert, Ben Prystawski +1

People are often confronted with problems whose complexity exceeds their cognitive capacities. To deal with this complexity, individuals and managers can break complex problems dow…

cs.AI2023★ 1 cited

An intelligent tutor for planning in large partially observable environments

Lovis Heindrich, Saksham Consul, Falk Lieder

AI can not only outperform people in many planning tasks, but it can also teach them how to plan better. A recent and promising approach to improving human decision-making is to cr…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.