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Emperical Interference

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Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

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Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

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Rationality Enhancement Article Improving Human Decision-Making using Metalevel-RL and Bayesian Inference Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. NeurIPS Workshop on Challenges for Real-World RL, December 2020, Accepted (Accepted) Improving Human Decision-Making using Metalevel-RL and Bayesian Inference BibTeX
Rationality Enhancement Conference Paper A Gamified App that Helps People Overcome Self-Limiting Beliefs by Promoting Metacognition Amo, V., Lieder, F. SIG 8 Meets SIG 16, SIG 8 Meets SIG 16, September 2020, Accepted (Accepted) A gamified app that helps people overcome self-limiting beliefs by promoting metacognition BibTeX
Rationality Enhancement Technical Report Optimal To-Do List Gamification Stojcheski, J., Felso, V., Lieder, F. ArXiv Preprint, 2020 (Published) DOI URL BibTeX
Rationality Enhancement Software Workshop Conference Paper How to navigate everyday distractions: Leveraging optimal feedback to train attention control Wirzberger, M., Lado, A., Eckerstorfer, L., Oreshnikov, I., Passy, J., Stock, A., Shenhav, A., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, July 2020 () How to navigate everyday distractions: Leveraging optimal feedback to train attention control DOI BibTeX
Rationality Enhancement Conference Paper Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment Kemtur, A., Jain, Y. R., Mehta, A., Callaway, F., Consul, S., Stojcheski, J., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, Cognitive Science Society, CogSci, July 2020, Anirudha Kemtur and Yash Raj Jain contributed equally to this publication. (Published) Leveraging Machine Learning to Automatically Derive Robust Planning Strategies from Biased Models of the Environment BibTeX
Rationality Enhancement Conference Paper Measuring the Costs of Planning Felso, V., Jain, Y. R., Lieder, F. Proceedings of the 42nd Annual Meeting of the Cognitive Science Society, (Editors: S. Denison and M. Mack and Y. Zu and B. C. Armstrong), Cognitive Science Society, CogSci, July 2020, Accepted (Accepted) BibTeX
Rationality Enhancement Article Advancing Rational Analysis to the Algorithmic Level Lieder, F., Griffiths, T. L. Behavioral and Brain Sciences, 43, Cambridge University Press, March 2020 (Published) Advancing rational analysis to the algorithmic level DOI URL BibTeX
Rationality Enhancement Article Resource-rational analysis: Understanding human cognition as the optimal use of limited computational resources Lieder, F., Griffiths, T. L. Behavioral and Brain Sciences, 43, E1, February 2020 (Published) DOI BibTeX
Rationality Enhancement Software Workshop Conference Paper ACTrain: Ein KI-basiertes Aufmerksamkeitstraining für die Wissensarbeit Wirzberger, M., Oreshnikov, I., Passy, J., Lado, A., Shenhav, A., Lieder, F. 66th Spring Conference of the German Ergonomics Society, 2020 () URL BibTeX