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%Beispiel BibTeX-Datenbank für die Verwendung von biblatex und biber

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}

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}

@online{tudapub,
	title={TUDaPub – \LaTeX-Paper im Corporate Design der TU Darmstadt},
	author={Marei Peischl},
	date={2021-10-12},
	url={http://mirrors.ctan.org/macros/latex/contrib/tuda-ci/doc/DEMO-TUDaPub.pdf},
	urldate={2021-10-12}
}

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@article{SchramowskiSTBH20,
  author       = {Patrick Schramowski and
                  Wolfgang Stammer and
                  Stefano Teso and
                  Anna Brugger and
                  Franziska Herbert and
                  Xiaoting Shao and
                  Hans{-}Georg Luigs and
                  Anne{-}Katrin Mahlein and
                  Kristian Kersting},
  title        = {Making deep neural networks right for the right scientific reasons
                  by interacting with their explanations},
  journal      = {Nature Machine Intelligence},
  year         = {2020},
}

@article{FriedrichSSK23,
  author       = {Felix Friedrich and
                  Wolfgang Stammer and
                  Patrick Schramowski and
                  Kristian Kersting},
  title        = {A typology for exploring the mitigation of shortcut behaviour},
  journal      = {Nature Machine Intelligence},
  year         = {2023},
}

@article{snell2017prototypical,
  title={Prototypical networks for few-shot learning},
  author={Snell, Jake and Swersky, Kevin and Zemel, Richard},
  journal={Advances in Neural Information Processing Systems (NeurIPS)},
  volume={30},
  year={2017}
}

@article{gpt4,
  author       = {OpenAI},
  title        = {{GPT-4} Technical Report},
  journal      = {Arxiv},
  year         = {2023},
}

@inproceedings{StammerSK21,
  author       = {Wolfgang Stammer and
                  Patrick Schramowski and
                  Kristian Kersting},
  title        = {Right for the Right Concept: Revising Neuro-Symbolic Concepts by Interacting
                  With Their Explanations},
  booktitle    = {Conference on Computer Vision and Pattern Recognition (CVPR)},
  year         = {2021},
}

@article{Srinivas2020CURLCU,
  title={CURL: Contrastive Unsupervised Representations for Reinforcement Learning},
  author={A. Srinivas and Michael Laskin and P. Abbeel},
  journal={ArXiv},
  year={2020}
}

@article{Delfosse2024InterpretableCB,
  title={Interpretable Concept Bottlenecks to Align Reinforcement Learning Agents},
  author={Quentin Delfosse and Sebastian Sztwiertnia and Wolfgang Stammer and Mark Rothermel and Kristian Kersting},
  journal={ArXiv},
  year={2024},
}

@article{Delfosse2023InterpretableAE,
  title={Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstraction},
  author={Quentin Delfosse and Hikaru Shindo and Devendra Singh Dhami and Kristian Kersting},
  booktitle    = {Advances in Neural Information Processing (NeurIPS)},
  year={2023},
}

@inproceedings{TesoK19,
  author       = {Stefano Teso and
                  Kristian Kersting},
  title        = {Explanatory Interactive Machine Learning},
  booktitle    = {Conference on AI, Ethics, and Society (AIES)},
  year         = {2019},
}

@inproceedings{KohNTMPKL20,
  author       = {Pang Wei Koh and
                  Thao Nguyen and
                  Yew Siang Tang and
                  Stephen Mussmann and
                  Emma Pierson and
                  Been Kim and
                  Percy Liang},
  title        = {Concept Bottleneck Models},
  booktitle    = {International Conference on Machine Learning (ICML)},
  year         = {2020},
}

@inproceedings{Langosco2022goal,
  author    = {Lauro Langosco di Langosco and
               Jack Koch and
               Lee D. Sharkey and
               Jacob Pfau and
               David Krueger},
  title     = {Goal Misgeneralization in Deep Reinforcement Learning},
  booktitle = {International Conference on Machine Learning (ICML)},
  year      = {2022},
}

@inproceedings{chen2018execution,
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  author={Chen, Xinyun and Liu, Chang and Song, Dawn},
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  year={2018}
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@article{nye2020learning,
  title={Learning compositional rules via neural program synthesis},
  author={Nye, Maxwell and Solar-Lezama, Armando and Tenenbaum, Josh and Lake, Brenden M},
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  year={2020}
}

@inproceedings{odena2020bustle,
  title={BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration},
  author={Odena, Augustus and Shi, Kensen and Bieber, David and Singh, Rishabh and Sutton, Charles and Dai, Hanjun},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2021}
}

@inproceedings{parisotto2016neuro,
  title={Neuro-Symbolic Program Synthesis},
  author={Parisotto, Emilio and Mohamed, Abdel-rahman and Singh, Rishabh and Li, Lihong and Zhou, Dengyong and Kohli, Pushmeet},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2017}
}

@inproceedings{bhatia2018neuro,
  title={Neuro-symbolic program corrector for introductory programming assignments},
  author={Bhatia, Sahil and Kohli, Pushmeet and Singh, Rishabh},
  booktitle={International Conference on Software Engineering (ICSE)},
  year={2018}
}

@article{valkov2018houdini,
  title={Houdini: Lifelong learning as program synthesis},
  author={Valkov, Lazar and Chaudhari, Dipak and Srivastava, Akash and Sutton, Charles and Chaudhuri, Swarat},
  journal={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2018}
}

@inproceedings{zhang2020interactive,
  title={Interactive program synthesis by augmented examples},
  author={Zhang, Tianyi and Lowmanstone, London and Wang, Xinyu and Glassman, Elena L},
  booktitle={Annual ACM Symposium on User Interface Software and Technology (UIST)},
  year={2020}
}

@article{ferdowsifard2021loopy,
  title={LooPy: interactive program synthesis with control structures},
  author={Ferdowsifard, Kasra and Barke, Shraddha and Peleg, Hila and Lerner, Sorin and Polikarpova, Nadia},
  journal={Proceedings of the ACM on Programming Languages (PACMPL)},
  year={2021},
}

@inproceedings{sun2018neural,
  title={Neural program synthesis from diverse demonstration videos},
  author={Sun, Shao-Hua and Noh, Hyeonwoo and Somasundaram, Sriram and Lim, Joseph},
  booktitle={International Conference on Machine Learning (ICML)},
  year={2018},
}

@article{le2021ccvs,
  title={CCVS: context-aware controllable video synthesis},
  author={Le Moing, Guillaume and Ponce, Jean and Schmid, Cordelia},
  journal={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2021}
}

@inproceedings{laich2020guiding,
  title={Guiding program synthesis by learning to generate examples},
  author={Laich, Larissa and Bielik, Pavol and Vechev, Martin},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2020},
  organization={International Conference on Learning Representations}
}

@article{grand2023lilo,
  title={LILO: Learning Interpretable Libraries by Compressing and Documenting Code},
  author={Grand, Gabriel and Wong, Lionel and Bowers, Matthew and Olausson, Theo X and Liu, Muxin and Tenenbaum, Joshua B and Andreas, Jacob},
  journal={arXiv},
  year={2023}
}

@inproceedings{tang2023perception,
  title={From perception to programs: regularize, overparameterize, and amortize},
  author={Tang, Hao and Ellis, Kevin},
  booktitle={International Conference on Machine Learning (ICML)},
  year={2023},
  organization={PMLR}
}

@article{shindo2023learning,
  title={Learning Differentiable Logic Programs for Abstract Visual Reasoning},
  author={Shindo, Hikaru and Pfanschilling, Viktor and Dhami, Devendra Singh and Kersting, Kristian},
  journal={arXiv},
  year={2023}
}

@article{kohler2024interpretable,
      title={Interpretable and Editable Programmatic Tree Policies for Reinforcement Learning}, 
      author={Hector Kohler and Quentin Delfosse and Riad Akrour and Kristian Kersting and Philippe Preux},
      year={2024},
      journal={arXiv},
}

@inproceedings{Delfosse2023OCAtariOA,
  title={OCAtari: Object-Centric Atari 2600 Reinforcement Learning Environments},
  author={Quentin Delfosse and Jannis Bl{\"u}ml and Bjarne Gregori and Sebastian Sztwiertnia and Kristian Kersting},
  booktitle={The Reinforcement Learning Conference (RLC) 2024},
  year={2023},
}

@article{cambronero2023flashfill,
  title={FlashFill++: Scaling programming by example by cutting to the chase},
  author={Cambronero, Jos{\'e} and Gulwani, Sumit and Le, Vu and Perelman, Daniel and Radhakrishna, Arjun and Simon, Clint and Tiwari, Ashish},
  journal={Proceedings of the ACM on Programming Languages (PACMPL)},
  year={2023}
}


@inproceedings{balog2017deepcoder,
  title={Deepcoder: Learning to write programs},
  author={Balog, Matej and Gaunt, Alexander L and Brockschmidt, Marc and Nowozin, Sebastian and Tarlow, Daniel},
  booktitle={International Conference on Learning Representations (ICLR)},
  year={2017},
}

@article{trivedi2021learning,
  title={Learning to synthesize programs as interpretable and generalizable policies},
  author={Trivedi, Dweep and Zhang, Jesse and Sun, Shao-Hua and Lim, Joseph J},
  journal={Advances in Neural Information Processing Systems (NeurIPS)},
  year={2021}
}

@article{stengel2024regal,
  title={ReGAL: Refactoring Programs to Discover Generalizable Abstractions},
  author={Stengel-Eskin, Elias and Prasad, Archiki and Bansal, Mohit},
  journal={arXiv},
  year={2024}
}

@inproceedings{delfosse2021moc,
  author       = {Quentin Delfosse and
                  Wolfgang Stammer and
                  Thomas Rothenbacher and
                  Dwarak Vittal and
                  Kristian Kersting},
  title        = {Boosting Object Representation Learning via Motion and Object Continuity},
  booktitle    = {European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ({ECML})},
  year         = {2023},
}

@inproceedings{StammerMSK22,
  author       = {Wolfgang Stammer and
                  Marius Memmel and
                  Patrick Schramowski and
                  Kristian Kersting},
  title        = {Interactive Disentanglement: Learning Concepts by Interacting with
                  their Prototype Representations},
  booktitle    = {Conference on Computer Vision and Pattern Recognition (CVPR)},
  year         = {2022},
}

@inproceedings{WebbM023,
  author       = {Taylor W. Webb and
                  Shanka Subhra Mondal and
                  Jonathan D. Cohen},
  title        = {Systematic Visual Reasoning through Object-Centric Relational Abstraction},
  journal={Advances in Neural Information Processing Systems (NeurIPS)},
  year         = {2023},
}

@article{Kerg22,
  author       = {Giancarlo Kerg and
                  Sarthak Mittal and
                  David Rolnick and
                  Yoshua Bengio and
                  Blake A. Richards and
                  Guillaume Lajoie},
  title        = {On Neural Architecture Inductive Biases for Relational Tasks},
  journal      = {CoRR},
  volume       = {abs/2206.05056},
  year         = {2022},
}

@inproceedings{VaishnavS23,
  author       = {Mohit Vaishnav and
                  Thomas Serre},
  title        = {{GAMR:} {A} Guided Attention Model for (visual) Reasoning},
  booktitle={International Conference on Learning Representations (ICLR)},
  year         = {2023},
}
