Falk Lieder

According to our database, Falk Lieder authored at least 39 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

The Computational Challenges of Means Selection Problems: Network Structure of Goal Systems Predicts Human Performance.

Daniel Reichman, Falk Lieder, David D. Bourgin, Nimrod Talmon, Thomas L. Griffiths

Cogn. Sci., August, 2023

What are the mechanisms underlying metacognitive learning?

Ruiqi He, Falk Lieder

CoRR, 2023

Leveraging AI to improve human planning in large partially observable environments.

Lovis Heindrich, Saksham Consul, Falk Lieder

CoRR, 2023

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

Nishad Singhi, Florian Mohnert, Ben Prystawski, Falk Lieder

CoRR, 2023

2022

Resource-rational Models of Human Goal Pursuit.

Ben Prystawski, Florian Mohnert, Mateo Tosic, Falk Lieder

Top. Cogn. Sci., 2022

Boosting human decision-making with AI-generated decision aids.

Frederic Becker, Julian Skirzynski, Bas van Opheusden, Falk Lieder

CoRR, 2022

Have I done enough planning or should I plan more?

Ruiqi He, Yash Raj Jain, Falk Lieder

CoRR, 2022

A Cautionary Tale About AI-Generated Goal Suggestions.

Falk Lieder, Pin-Zhen Chen, Jugoslav Stojcheski, Saksham Consul, Viktoria Pammer-Schindler

Proceedings of the MuC '22: Mensch und Computer 2022, Darmstadt Germany, September 4, 2022

Leveraging AI for Effective To-Do List Gamification.

Saksham Consul, Jugoslav Stojcheski, Falk Lieder

Proceedings of the Mensch und Computer 2022 - Workshopband, Darmstadt, Germany, September 4, 2022

2021

Automatic discovery of interpretable planning strategies.

Julian Skirzynski, Frederic Becker, Falk Lieder

Mach. Learn., 2021

Automatic discovery and description of human planning strategies.

Julian Skirzynski, Yash Raj Jain, Falk Lieder

CoRR, 2021

Optimal To-Do List Gamification for Long Term Planning.

Saksham Consul, Jugoslav Stojcheski, Valkyrie Felso, Falk Lieder

CoRR, 2021

Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning.

Saksham Consul, Lovis Heindrich, Jugoslav Stojcheski, Falk Lieder

CoRR, 2021

Encouraging far-sightedness with automatically generated descriptions of optimal planning strategies: Potentials and Limitations.

Frederic Becker, Julian Skirzynski, Bas van Opheusden, Falk Lieder

Proceedings of the 43th Annual Meeting of the Cognitive Science Society, 2021

2020

Optimal to-do list gamification.

Jugoslav Stojcheski, Valkyrie Felso, Falk Lieder

CoRR, 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

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 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

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

Measuring the costs of planning.

Valkyrie Felso, Yash Raj Jain, Falk Lieder

Proceedings of the 42th Annual Meeting of the Cognitive Science Society, 2020

2019

How should we incentivize learning? An optimal feedback mechanism for educational games and online courses.

Lin Xu, Maria Wirzberger, Falk Lieder

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

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

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 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

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

Measuring how people learn how to plan.

Yash Raj Jain, Frederick Callaway, Falk Lieder

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

Rational metareasoning and the plasticity of cognitive control.

Falk Lieder, Amitai Shenhav, Sebastian Musslick, Thomas L. Griffiths

PLoS Comput. Biol., 2018

Learning to select computations.

Frederick Callaway, Sayan Gul, Paul M. Krueger, Thomas L. Griffiths, Falk Lieder

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

A resource-rational analysis of human planning.

Frederick Callaway, Falk Lieder, Priyam Das, Sayan Gul, Paul M. Krueger, Tom Griffiths

Proceedings of the 40th Annual Meeting of the Cognitive Science Society, 2018

2017

An automatic method for discovering rational heuristics for risky choice.

Falk Lieder, Paul M. Krueger, Tom Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Enhancing metacognitive reinforcement learning using reward structures and feedback.

Paul M. Krueger, Falk Lieder, Tom Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

The Structure of Goal Systems Predicts Human Performance.

David Bourgin, Falk Lieder, Daniel Reichman, Nimrod Talmon, Tom Griffiths

Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

When Does Bounded-Optimal Metareasoning Favor Few Cognitive Systems?

Smitha Milli, Falk Lieder, Thomas L. Griffiths

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Helping people make better decisions using optimal gamification.

Falk Lieder, Tom Griffiths

Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015

Rational Use of Cognitive Resources: Levels of Analysis Between the Computational and the Algorithmic.

Thomas L. Griffiths, Falk Lieder, Noah D. Goodman

Top. Cogn. Sci., 2015

Children and adults differ in their strategies for social learning.

Falk Lieder, Zi Lin Sim, Jane C. Hu, Thomas L. Griffiths, Fei Xu

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

When to use which heuristic: A rational solution to the strategy selection problem.

Falk Lieder, Thomas L. Griffiths

Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

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

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

The high availability of extreme events serves resource-rational decision-making.

Falk Lieder, Ming Hsu, Thomas L. Griffiths

Proceedings of the 36th Annual Meeting of the Cognitive Science Society, 2014

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

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

Learned helplessness and generalization.

Falk Lieder, Noah D. Goodman, Quentin J. M. Huys

Proceedings of the 35th Annual Meeting of the Cognitive Science Society, 2013

2012

"Burn-in, bias, and the rationality of anchoring".

Falk Lieder, Thomas L. Griffiths, Noah D. Goodman

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012