Publications

@inproceedings{Lange2024b,

title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison},

author = {Moritz Lange and Noah Krystiniak and Raphael C. Engelhardt and Wolfgang Konen and Laurenz Wiskott},

editor = {Giuseppe Nicosia and Panos Pardalos and others},

url = {https://link.springer.com/book/10.1007/978-3-031-53969-5},

year  = {2024},

date = {2024-01-01},

booktitle = {Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22-26, 2023, Revised Selected Papers},

publisher = {Springer Nature Switzerland, Imprint: Springer},

note = {Best Paper Award},

keywords = {auxiliary tasks, Reinforcement learning, Representation learning, RL3},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lange2024,

title = {Beyond Trial and Error in Reinforcement Learning},

author = {Moritz Lange and Raphael C Engelhardt and Wolfgang Konen and Laurenz Wiskott},

url = {https://biecoll.ub.uni-bielefeld.de/index.php/dataninja/issue/download/82/1#page=63},

doi = {10.11576/dataninja-1156},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the DataNinja sAIOnARA 2024 Conference},

pages = {58},

keywords = {Reinforcement learning, Representation learning, RL3},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lange2023,

title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison},

author = {Moritz Lange and Noah Krystiniak and Raphael C. Engelhardt and Wolfgang Konen and Laurenz Wiskott},

editor = {Giuseppe Nicosia and Panos Pardalos and others},

year  = {2023},

date = {2023-01-01},

booktitle = {9th International Conference on machine Learning, Optimization, and Data Science (LOD2023)},

keywords = {auxiliary tasks, Reinforcement learning, Representation learning},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lange2024b,

title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison},

author = {Moritz Lange and Noah Krystiniak and Raphael C. Engelhardt and Wolfgang Konen and Laurenz Wiskott},

editor = {Giuseppe Nicosia and Panos Pardalos and others},

url = {https://link.springer.com/book/10.1007/978-3-031-53969-5},

year  = {2024},

date = {2024-01-01},

booktitle = {Machine Learning, Optimization, and Data Science: 9th International Conference, LOD 2023, Grasmere, UK, September 22-26, 2023, Revised Selected Papers},

publisher = {Springer Nature Switzerland, Imprint: Springer},

note = {Best Paper Award},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lange2024,

title = {Beyond Trial and Error in Reinforcement Learning},

author = {Moritz Lange and Raphael C Engelhardt and Wolfgang Konen and Laurenz Wiskott},

url = {https://biecoll.ub.uni-bielefeld.de/index.php/dataninja/issue/download/82/1#page=63},

doi = {10.11576/dataninja-1156},

year  = {2024},

date = {2024-01-01},

urldate = {2024-01-01},

booktitle = {Proceedings of the DataNinja sAIOnARA 2024 Conference},

pages = {58},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Lange2023,

title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in Non-Visual Environments: A Comparison},

author = {Moritz Lange and Noah Krystiniak and Raphael C. Engelhardt and Wolfgang Konen and Laurenz Wiskott},

editor = {Giuseppe Nicosia and Panos Pardalos and others},

year  = {2023},

date = {2023-01-01},

booktitle = {9th International Conference on machine Learning, Optimization, and Data Science (LOD2023)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}