"Burn-in, bias, and the rationality of anchoring". - Falk Lieder; Thomas L. Griffiths 001; Noah D. Goodman (NIPS, 2012)

Learned helplessness and generalization. - Falk Lieder; Noah D. Goodman; Quentin J. M. Huys (CogSci, 2013)

Modelling Trial-by-Trial Changes in the Mismatch Negativity. - Falk Lieder; Jean Daunizeau; Marta I. Garrido; Karl J. Friston; Klaas E. Stephan (PLoS Comput. Biol., 2013)

A Neurocomputational Model of the Mismatch Negativity. - Falk Lieder; Klaas E. Stephan; Jean Daunizeau; Marta I. Garrido; Karl J. Friston (PLoS Comput. Biol., 2013)

The high availability of extreme events serves resource-rational decision-making. - Falk Lieder; Ming Hsu; Thomas L. Griffiths 001 (CogSci, 2014)

Algorithm selection by rational metareasoning as a model of human strategy selection. - Falk Lieder; Dillon Plunkett; Jessica B. Hamrick; Stuart J. Russell; Nicholas Hay; Thomas L. Griffiths 001 (NIPS, 2014)

When to use which heuristic: A rational solution to the strategy selection problem. - Falk Lieder; Thomas L. Griffiths 001 (CogSci, 2015)

Children and adults differ in their strategies for social learning. - Falk Lieder; Zi Lin Sim; Jane C. Hu; Thomas L. Griffiths 001; Fei Xu (CogSci, 2015)

Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic. - Thomas L. Griffiths 001; Falk Lieder; Noah D. Goodman (Top. Cogn. Sci., 2015)

Helping people make better decisions using optimal gamification. - Falk Lieder; Tom Griffiths 001 (CogSci, 2016)

When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? - Smitha Milli; Falk Lieder; Thomas L. Griffiths 001 (AAAI, 2017)

The Structure of Goal Systems Predicts Human Performance. - David Bourgin; Falk Lieder; Daniel Reichman 001; Nimrod Talmon; Tom Griffiths 001 (CogSci, 2017)

Enhancing metacognitive reinforcement learning using reward structures and feedback. - Paul M. Krueger; Falk Lieder; Tom Griffiths 001 (CogSci, 2017)

An automatic method for discovering rational heuristics for risky choice. - Falk Lieder; Paul M. Krueger; Tom Griffiths 001 (CogSci, 2017)

A resource-rational analysis of human planning. - Frederick Callaway; Falk Lieder; Priyam Das; Sayan Gul; Paul M. Krueger; Tom Griffiths 001 (CogSci, 2018)

Learning to select computations. - Frederick Callaway; Sayan Gul; Paul M. Krueger; Thomas L. Griffiths 001; Falk Lieder (UAI, 2018)

Rational metareasoning and the plasticity of cognitive control. - Falk Lieder; Amitai Shenhav; Sebastian Musslick; Thomas L. Griffiths 001 (PLoS Comput. Biol., 2018)

Measuring how people learn how to plan. - Yash Raj Jain; Frederick Callaway; Falk Lieder (CogSci, 2019)

What's in the Adaptive Toolbox and How Do People Choose From It? Rational Models of Strategy Selection in Risky Choice. - Florian Mohnert; Thorsten Pachur; Falk Lieder (CogSci, 2019)

Extending Rationality. - Emmanuel M. Pothos; Jerome R. Busemeyer; Timothy J. Pleskac; James M. Yearsley; Josh Tenenbaum 001; Noah D. Goodman; Michael Henry Tessler; Tom Griffiths 001; Falk Lieder; Ralph Hertwig; Thorsten Pachur; Christina Leuker; et al. (CogSci, 2019)

How should we incentivize learning? An optimal feedback mechanism for educational games and online courses. - Lin Xu; Maria Wirzberger; Falk Lieder (CogSci, 2019)

Measuring the costs of planning. - Valkyrie Felso; Yash Raj Jain; Falk Lieder (CogSci, 2020)

Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment. - Anirudha Kemtur; Yash Raj Jain; Aashay Mehta; Frederick Callaway; Saksham Consul; Jugoslav Stojcheski; Falk Lieder (CogSci, 2020)

How to navigate everyday distractions: Leveraging optimal feedback to train attention control. - Maria Wirzberger; Anastasia Lado; Lisa Eckerstorfer; Ivan Oreshnikov; Jean-Claude Passy; Adrian Stock; Amitai Shenhav; Falk Lieder (CogSci, 2020)

Optimal to-do list gamification. - Jugoslav Stojcheski; Valkyrie Felso; Falk Lieder (CoRR, 2020)

Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations. - Frederic Becker; Julian Skirzynski; Bas van Opheusden; Falk Lieder (CogSci, 2021)

Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning. - Saksham Consul; Lovis Heindrich; Jugoslav Stojcheski; Falk Lieder (CoRR, 2021)

Optimal To-Do List Gamification for Long Term Planning. - Saksham Consul; Jugoslav Stojcheski; Valkyrie Felso; Falk Lieder (CoRR, 2021)

Automatic discovery and description of human planning strategies. - Julian Skirzynski; Yash Raj Jain; Falk Lieder (CoRR, 2021)

Automatic discovery of interpretable planning strategies. - Julian Skirzynski; Frederic Becker; Falk Lieder (Mach. Learn., 2021)

Leveraging AI for Effective To-Do List Gamification. - Saksham Consul; Jugoslav Stojcheski; Falk Lieder (MuC (Workshopband), 2022)

A Cautionary Tale About AI-Generated Goal Suggestions. - Falk Lieder; Pin-Zhen Chen; Jugoslav Stojcheski; Saksham Consul; Viktoria Pammer-Schindler (MuC, 2022)

Have I done enough planning or should I plan more? - Ruiqi He; Yash Raj Jain; Falk Lieder (CoRR, 2022)

Boosting human decision-making with AI-generated decision aids. - Frederic Becker; Julian Skirzynski; Bas van Opheusden; Falk Lieder (CoRR, 2022)

Resource-rational Models of Human Goal Pursuit. - Ben Prystawski; Florian Mohnert; Mateo Tosic; Falk Lieder (Top. Cogn. Sci., 2022)

What are the mechanisms underlying metacognitive learning in the context of planning? - Ruiqi He; Falk Lieder (CogSci, 2023)

Toward a normative theory of (self-)management by goal-setting. - Nishad Singhi; Florian Mohnert; Ben Prystawski; Falk Lieder (CogSci, 2023)

Learning planning strategies without feedback. - Srinidhi C. Srinivas; Ruiqi He; Falk Lieder (CogSci, 2023)

Leveraging AI to improve human planning in large partially observable environments. - Lovis Heindrich; Saksham Consul; Falk Lieder (CoRR, 2023)

What are the mechanisms underlying metacognitive learning? - Ruiqi He; Falk Lieder (CoRR, 2023)

The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance. - Daniel Reichman 001; Falk Lieder; David D. Bourgin; Nimrod Talmon; Thomas L. Griffiths 001 (Cogn. Sci., 2023)

Leveraging automatic strategy discovery to teach people how to select better projects. - Lovis Heindrich; Falk Lieder (CoRR, 2024)

Experience-driven discovery of planning strategies. - Ruiqi He; Falk Lieder (CoRR, 2024)

Individual differences in the cognitive mechanisms of planning strategy discovery. - Ruiqi He; Falk Lieder (CoRR, 2025)