| 2025 | CogSci | Experience-driven discovery of planning strategies. | Ruiqi He, Falk Lieder |
| 2025 | CogSci | Communicating Global Income Rank Increases Charitable Donations. | Glen W. Spiteri, Maximilian Maier, Harry D. Coulson, Falk Lieder |
| 2025 | CogSci | Disentangling Model-Based and Model-Free Moral Learning. | Zahra Tahmasebi, Maximilian Maier, Vanessa Cheung, Fiery Cushman, Falk Lieder |
| 2024 | CogSci | The Dynamic Nature of Procrastination. | Peiyuan Zhang, Yijun Lin, Falk Lieder, Wei Ji Ma |
| 2023 | CogSci | What are the mechanisms underlying metacognitive learning in the context of planning? | Ruiqi He, Falk Lieder |
| 2023 | CogSci | Toward a normative theory of (self-)management by goal-setting. | Nishad Singhi, Florian Mohnert, Ben Prystawski, Falk Lieder |
| 2023 | CogSci | Learning planning strategies without feedback. | Srinidhi C. Srinivas, Ruiqi He, Falk Lieder |
| 2021 | CogSci | Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations. | Frederic Becker, Julian Skirzynski, Bas van Opheusden, Falk Lieder |
| 2020 | CogSci | Measuring the costs of planning. | Valkyrie Felso, Yash Raj Jain, Falk Lieder |
| 2020 | CogSci | 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 |
| 2020 | CogSci | 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 |
| 2019 | CogSci | Measuring how people learn how to plan. | Yash Raj Jain, Frederick Callaway, Falk Lieder |
| 2019 | CogSci | 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 |
| 2019 | CogSci | Extending Rationality. | 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 |
| 2019 | CogSci | How should we incentivize learning? An optimal feedback mechanism for educational games and online courses. | Lin Xu, Maria Wirzberger, Falk Lieder |
| 2018 | CogSci | A resource-rational analysis of human planning. | Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths |
| 2018 | UAI | Learning to select computations. | Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder |
| 2017 | AAAI | When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems? | Smitha Milli, Falk Lieder, Thomas L. Griffiths |
| 2017 | CogSci | The Structure of Goal Systems Predicts Human Performance. | David Bourgin, Falk Lieder, Daniel Reichman, Nimrod Talmon, Tom Griffiths |
| 2017 | CogSci | Enhancing metacognitive reinforcement learning using reward structures and feedback. | Paul M. Krueger, Falk Lieder, Tom Griffiths |
| 2017 | CogSci | An automatic method for discovering rational heuristics for risky choice. | Falk Lieder, Paul M. Krueger, Tom Griffiths |
| 2016 | CogSci | Helping people make better decisions using optimal gamification. | Falk Lieder, Tom Griffiths |
| 2015 | CogSci | When to use which heuristic: A rational solution to the strategy selection problem. | Falk Lieder, Thomas L. Griffiths |
| 2015 | CogSci | Children and adults differ in their strategies for social learning. | Falk Lieder, Zi Lin Sim, Jane C. Hu, Thomas L. Griffiths, Fei Xu |
| 2014 | CogSci | The high availability of extreme events serves resource-rational decision-making. | Falk Lieder, Ming Hsu, Thomas L. Griffiths |
| 2013 | CogSci | Learned helplessness and generalization. | Falk Lieder, Noah D. Goodman, Quentin J. M. Huys |