Noise-robust reward machine induction via probabilistic modeling and genetic local search

Zhengwei Zhu, Zhixuan Chen, Chenyang Zhu, Mingjie Li, Weina Zhang, Fang Wang

Open source

DOI: 10.1038/s41598-026-54889-z
Published: 2026-05-27
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-54889-z,
  title = {Noise-robust reward machine induction via probabilistic modeling and genetic local search},
  author = {Zhengwei Zhu and Zhixuan Chen and Chenyang Zhu and Mingjie Li and Weina Zhang and Fang Wang},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-54889-z},
  url = {https://doi.org/10.1038/s41598-026-54889-z}
}

RIS

TY  - JOUR
TI  - Noise-robust reward machine induction via probabilistic modeling and genetic local search
AU  - Zhengwei Zhu
AU  - Zhixuan Chen
AU  - Chenyang Zhu
AU  - Mingjie Li
AU  - Weina Zhang
AU  - Fang Wang
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-54889-z
UR  - https://doi.org/10.1038/s41598-026-54889-z
ER  -

APA

Zhu, Z., Chen, Z., Zhu, C., Li, M., Zhang, W., & Wang, F. (2026). Noise-robust reward machine induction via probabilistic modeling and genetic local search. Scientific Reports. https://doi.org/10.1038/s41598-026-54889-z

Source records

crossref · retrieved 2026-09-26T00:18:31.541Z