Inverse reinforcement learning in contextual MDPs

DOI10.1007/S10994-021-05984-XOpenAlexW3162904728MaRDI QIDQ2071371

Stav Belogolovsky, Shie Mannor, Tom Zahavy, Philip Korsunsky, Chen Tessler

Publication date: 28 January 2022

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

Full work available at URL: https://arxiv.org/abs/1905.09710

zbMATH Keywords

inversereinforcement learningcontextual

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

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

Uses Software

• GitHub
• QDES

Cites Work

• Near-optimal reinforcement learning in polynomial time
• Mirror descent and nonlinear projected subgradient methods for convex optimization.
• Random gradient-free minimization of convex functions
• A Linearly Convergent Variant of the Conditional Gradient Algorithm under Strong Convexity, with Applications to Online and Stochastic Optimization
• A Stochastic Approximation Method
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