Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations

DOI10.1007/S10994-022-06273-XOpenAlexW4310447978MaRDI QIDQ6134315

Ariyan Bighashdel, Gijs Dubbelman, Pavol Jancura

Publication date: 22 August 2023

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-022-06273-x

zbMATH Keywords

inverse reinforcement learningmodel-free reinforcement learningmixture of logistic regressionsmulti-intentionoverlapping demonstrationsunlabeled demonstrations

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

• Inverse reinforcement learning from summary data
• Training parsers by inverse reinforcement learning
• Inverse reinforcement learning in contextual MDPs
• Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems
• Active deep Q-learning with demonstration
• Image Clustering Using Local Discriminant Models and Global Integration

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