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Jugoslav Stojcheski

Rationality Enhancement Alumni

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I am a master's degree student in machine learning at the Eberhard Karls University of Tübingen and a student assistant in the Rationality Enhancement Group. I am mostly interested in artificial intelligence and curious about human behavior, neuroscience and psychology.

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Rationality Enhancement Conference Paper A cautionary tale about AI-generated goal suggestions Lieder, F., Chen, P., Stojcheski, J., Consul, S., Pammer-Schindler, V. In MuC ’22: Proceedings of Mensch und Computer 2022 , 354-359, Mensch und Computer 2022 (MuC 2022) , September 2022 (Published) DOI URL BibTeX
Rationality Enhancement Conference Paper Leveraging AI for effective to-do list gamification Consul, S., Stojcheski, J., Lieder, F. In Mensch und Computer 2022 – Workshopband MuC 2022 , Mensch und Computer 2022 (MuC 2022) : 5th International Workshop "Gam-R – Gamification Reloaded" , September 2022 (Published) DOI URL BibTeX
Rationality Enhancement Article Leveraging machine learning to automatically derive robust decision strategies from imperfect models of the real world Mehta, A., Jain, Y. R., Kemtur, A., Stojcheski, J., Consul, S., Tosic, M., Lieder, F. Computational Brain & Behavior, 5:343-377, Springer Nature, June 2022 (Published) Leveraging Machine Learning to Automatically Derive Robust Decision Strategies from Imperfect Knowledge of the Real World DOI URL BibTeX
Rationality Enhancement Article Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning Consul, S., Heindrich, L., Stojcheski, J., Lieder, F. Computational Brain & Behavior, 5:185-216, Springer, 2022 (Published) DOI URL BibTeX
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Rationality Enhancement Talk Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning Heindrich, L., Consul, S., Stojcheski, J., Lieder, F. Tübingen, Germany, The first edition of Life Improvement Science Conference, June 2021 (Accepted) BibTeX
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Rationality Enhancement Technical Report Optimal To-Do List Gamification for Long Term Planning Consul, S., Stojcheski, J., Felso, V., Lieder, F. arXiv preprint arXiv:2109.06505, 2021 (Published) DOI URL BibTeX
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) Improving Human Decision-Making using Metalevel-RL and Bayesian Inference BibTeX
Rationality Enhancement Technical Report Optimal To-Do List Gamification Stojcheski, J., Felso, V., Lieder, F. ArXiv Preprint, 2020 (Published) DOI URL BibTeX
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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
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