Concepedia

Learning Adversarial Markov Decision Processes with Bandit Feedback and Unknown Transition

Chi Jin, Tiancheng Jin, Haipeng Luo, Suvrit Sra, Tiancheng Yu

DSpace@MIT (Massachusetts Institute of Technology) · 2020 · 28 citations · 19 references

Concepts

References

19

Finite-time Analysis of the Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa‐Bianchi, Paul Fischer · Machine Learning · 2002 · 5.8K citations · Full text

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The Nonstochastic Multiarmed Bandit Problem

Peter Auer, Nicolò Cesa‐Bianchi, Yoav Freund et al. · SIAM Journal on Computing · 2002 · 2.3K citations

, , +12

Improved Algorithms for Linear Stochastic Bandits

Yasin Abbasi-Yadkori, Dávid Pál, Csaba Szepesvári · 2011 · 916 citations

, , +8

Near-optimal Regret Bounds for Reinforcement Learning

Thomas Jaksch, Ronald Ortner, Peter Auer · 2010 · 711 citations

, , +5

Contextual bandits with linear Payoff functions

Wei Chu, Lihong Li, Lev Reyzin et al. · 2011 · 580 citations

, , +17