Inverse reinforcement learning through logic constraint inference

DOI10.1007/s10994-023-06311-2OpenAlexW4324131393MaRDI QIDQ6134331

Pieter Simoens, Mattijs Baert, Sam Leroux

Publication date: 22 August 2023

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

Full work available at URL: https://biblio.ugent.be/publication/01GY7B1ZFV9DQE5XXVTXZ5KR3H

zbMATH Keywords

inductive logic programminganswer set programminginverse reinforcement learningconstrained Markov decision processconstraint inference

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Cites Work

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• Inductive general game playing
• Making sense of sensory input
• Learning from interpretation transition
• Multi-Criteria Optimization in Answer Set Programming
• The Principle of Maximum Causal Entropy for Estimating Interacting Processes
• Multi-shot ASP solving with clingo
• Inductive logic programming
• Relational reinforcement learning

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