A Finite Time Analysis of Temporal Difference Learning with Linear Function Approximation

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Optimization Methods for Large-Scale Machine Learning

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Distributed Policy Evaluation Under Multiple Behavior Strategies

(2015) Sergio Valcarcel Macua et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Human-level control through deep reinforcement learning

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Pathwise Optimization for Optimal Stopping Problems

(2012) Vijay V. Desai et al.   MANAGEMENT SCIENCE

Convergence Results for Some Temporal Difference Methods Based on Least Squares

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Robust Stochastic Approximation Approach to Stochastic Programming

(2009) A. Nemirovski et al.   SIAM JOURNAL ON OPTIMIZATION