Inverse reinforcement learning from summary data

DOI10.1007/S10994-018-5730-4zbMath1475.68277arXiv1703.09700OpenAlexW3122421611WikidataQ129580210 ScholiaQ129580210MaRDI QIDQ1631805

Samuel Kaski, Antti Kangasrääsiö

Publication date: 7 December 2018

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

Full work available at URL: https://arxiv.org/abs/1703.09700

zbMATH Keywords

Bayesian inferenceapproximate Bayesian computationinverse reinforcement learningMonte-Carlo estimation

Mathematics Subject Classification ID

Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Bayesian inverse reinforcement learning for collective animal movement ⋮ Model-free inverse reinforcement learning with multi-intention, unlabeled, and overlapping demonstrations

Cites Work

• Likelihood-free inference via classification
• Bayesian Optimization in a Billion Dimensions via Random Embeddings
• Advanced Lectures on Machine Learning
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