Author

A. Rakhlin

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#machine learning Dec 2023

Foundations of Reinforcement Learning and Interactive Decision Making

This monograph gives a statistical perspective on algorithm design and complexity for interactive decision making, building from multi-armed bandits through contextual and structured bandits to reinforcement learning with function approximation within a single, unified framework.

Dylan J. Foster, A. Rakhlin · arXiv.org · 36 citations · ⚡2