Falk Lieder

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Topics

Partially Observable Environments

Automatically Generate

Top Venues

Top. Cogn. Sci.

Publications

Lovis Heindrich, Falk Lieder
Leveraging automatic strategy discovery to teach people how to select better projects. CoRR (2024)
Nishad Singhi, Florian Mohnert, Ben Prystawski, Falk Lieder
Toward a normative theory of (self-)management by goal-setting. CogSci (2023)
Daniel Reichman, Falk Lieder, David D. Bourgin, Nimrod Talmon, Thomas L. Griffiths
The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance. Cogn. Sci. 47 (8) (2023)
Nishad Singhi, Florian Mohnert, Ben Prystawski, Falk Lieder
Toward a normative theory of (self-)management by goal-setting. CoRR (2023)
Srinidhi C. Srinivas, Ruiqi He, Falk Lieder
Learning planning strategies without feedback. CogSci (2023)
Ruiqi He, Falk Lieder
What are the mechanisms underlying metacognitive learning? CoRR (2023)
Ruiqi He, Falk Lieder
What are the mechanisms underlying metacognitive learning in the context of planning? CogSci (2023)
Lovis Heindrich, Saksham Consul, Falk Lieder
Leveraging AI to improve human planning in large partially observable environments. CoRR (2023)
Ben Prystawski, Florian Mohnert, Mateo Tosic, Falk Lieder
Resource-rational Models of Human Goal Pursuit. Top. Cogn. Sci. 14 (3) (2022)
Saksham Consul, Jugoslav Stojcheski, Falk Lieder
Leveraging AI for Effective To-Do List Gamification. MuC (Workshopband) (2022)
Falk Lieder, Pin-Zhen Chen, Jugoslav Stojcheski, Saksham Consul, Viktoria Pammer-Schindler
A Cautionary Tale About AI-Generated Goal Suggestions. MuC (2022)
Ruiqi He, Yash Raj Jain, Falk Lieder
Have I done enough planning or should I plan more? CoRR (2022)
Frederic Becker, Julian Skirzynski, Bas van Opheusden, Falk Lieder
Boosting human decision-making with AI-generated decision aids. CoRR (2022)
Julian Skirzynski, Frederic Becker, Falk Lieder
Automatic discovery of interpretable planning strategies. Mach. Learn. 110 (9) (2021)
Saksham Consul, Lovis Heindrich, Jugoslav Stojcheski, Falk Lieder
Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning. CoRR (2021)
Frederic Becker, Julian Skirzynski, Bas van Opheusden, Falk Lieder
Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations. CogSci (2021)
Saksham Consul, Jugoslav Stojcheski, Valkyrie Felso, Falk Lieder
Optimal To-Do List Gamification for Long Term Planning. CoRR (2021)
Julian Skirzynski, Yash Raj Jain, Falk Lieder
Automatic discovery and description of human planning strategies. CoRR (2021)
Julian Skirzynski, Frederic Becker, Falk Lieder
Automatic Discovery of Interpretable Planning Strategies. CoRR (2020)
Maria Wirzberger, Anastasia Lado, Lisa Eckerstorfer, Ivan Oreshnikov, Jean-Claude Passy, Adrian Stock, Amitai Shenhav, Falk Lieder
How to navigate everyday distractions: Leveraging optimal feedback to train attention control. CogSci (2020)
Jugoslav Stojcheski, Valkyrie Felso, Falk Lieder
Optimal to-do list gamification. CoRR (2020)
Valkyrie Felso, Yash Raj Jain, Falk Lieder
Measuring the costs of planning. CogSci (2020)
Anirudha Kemtur, Yash Raj Jain, Aashay Mehta, Frederick Callaway, Saksham Consul, Jugoslav Stojcheski, Falk Lieder
Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. CogSci (2020)
Emmanuel M. Pothos, Jerome R. Busemeyer, Timothy J. Pleskac, James M. Yearsley, Josh Tenenbaum, Noah D. Goodman, Michael Henry Tessler, Tom Griffiths, Falk Lieder, Ralph Hertwig, Thorsten Pachur, Christina Leuker, Richard M. Shiffrin
Extending Rationality. CogSci (2019)
Yash Raj Jain, Frederick Callaway, Falk Lieder
Measuring how people learn how to plan. CogSci (2019)
Florian Mohnert, Thorsten Pachur, Falk Lieder
What's in the Adaptive Toolbox and How Do People Choose From It? Rational Models of Strategy Selection in Risky Choice. CogSci (2019)
Lin Xu, Maria Wirzberger, Falk Lieder
How should we incentivize learning? An optimal feedback mechanism for educational games and online courses. CogSci (2019)
Falk Lieder, Amitai Shenhav, Sebastian Musslick, Thomas L. Griffiths
Rational metareasoning and the plasticity of cognitive control. PLoS Comput. Biol. 14 (4) (2018)
Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths
A resource-rational analysis of human planning. CogSci (2018)
Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder
Learning to select computations. UAI (2018)
Smitha Milli, Falk Lieder, Thomas L. Griffiths
When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? AAAI (2017)
Paul M. Krueger, Falk Lieder, Tom Griffiths
Enhancing metacognitive reinforcement learning using reward structures and feedback. CogSci (2017)
David Bourgin, Falk Lieder, Daniel Reichman, Nimrod Talmon, Tom Griffiths
The Structure of Goal Systems Predicts Human Performance. CogSci (2017)
Falk Lieder, Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths
Learning to select computations. CoRR (2017)
Falk Lieder, Paul M. Krueger, Tom Griffiths
An automatic method for discovering rational heuristics for risky choice. CogSci (2017)
Falk Lieder, Tom Griffiths
Helping people make better decisions using optimal gamification. CogSci (2016)
Thomas L. Griffiths, Falk Lieder, Noah D. Goodman
Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic. Top. Cogn. Sci. 7 (2) (2015)
Falk Lieder, Zi Lin Sim, Jane C. Hu, Thomas L. Griffiths, Fei Xu
Children and adults differ in their strategies for social learning. CogSci (2015)
Falk Lieder, Thomas L. Griffiths
When to use which heuristic: A rational solution to the strategy selection problem. CogSci (2015)
Falk Lieder, Ming Hsu, Thomas L. Griffiths
The high availability of extreme events serves resource-rational decision-making. CogSci (2014)
Falk Lieder, Dillon Plunkett, Jessica B. Hamrick, Stuart J. Russell, Nicholas Hay, Thomas L. Griffiths
Algorithm selection by rational metareasoning as a model of human strategy selection. NIPS (2014)
Falk Lieder, Klaas E. Stephan, Jean Daunizeau, Marta I. Garrido, Karl J. Friston
A Neurocomputational Model of the Mismatch Negativity. PLoS Comput. Biol. 9 (11) (2013)
Falk Lieder, Jean Daunizeau, Marta I. Garrido, Karl J. Friston, Klaas E. Stephan
Modelling Trial-by-Trial Changes in the Mismatch Negativity. PLoS Comput. Biol. 9 (2) (2013)
Falk Lieder, Noah D. Goodman, Quentin J. M. Huys
Learned helplessness and generalization. CogSci (2013)
Falk Lieder, Thomas L. Griffiths, Noah D. Goodman
"Burn-in, bias, and the rationality of anchoring". NIPS (2012)