SIAM Journal on Control and Optimization · 2021 · 52 citations · 13 references
Natural SciencesDecision SciencesMachine LearningMarkov Decision ProcessesOptimizationControl TheoryGradient-based OptimizationOptimal ControlReinforcement LearningStochastic ControlStochastic OptimizationFinite-horizon Decision MakingGradient Method OptimizationLinear Quadratic RegulationLinear Quadratic RegulatorLinear-quadratic ControlPolicy Convergence AnalysisPolicy GradientsStochastic Gradient Descent
Related DatabasesWeb of Science You must be logged in with an active subscription to view this.Article DataHistorySubmitted: 24 November 2020Accepted: 15 June 2021Published online: 28 September 2021Keywordslinear quadratic regulator, reinforcement learning, policy gradient method, stochastic control, optimal liquidation, optimal executionAMS Subject Headings68Q25, 68R10, 68U05Publication DataISSN (print): 0363-0129ISSN (online): 1095-7138Publisher: Society for Industrial and Applied MathematicsCODEN: sjcodc
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