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Shalabh Bhatnagar
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Shalabh Bhatnagar21 visible / 21 total nodes / 60 links

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Related contextCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipShalabh BhatnagarAShalabh BhatnagarResearcherPolicy Gradient Methods for Non-Markovian Reinforcement LearningWPolicy Gradient Methods...preprint / 2026Avik KarAAvik KarResearcherSiddharth ChandakASiddharth ChandakResearcherRahul SinghARahul SinghResearcherSoumitra SinhahajariASoumitra SinhahajariResearcherEric MoulinesAEric MoulinesResearcherNicholas BambosANicholas BambosResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksApproximate dynamic programming with $(\min,+)$ linear function approximation for Markov decision processesWApproximate dynamic pro...preprint / 2014Approximate Dynamic Programming based on Projection onto the (min,+) subsemimoduleWApproximate Dynamic Pro...preprint / 2014A Generalized Reduced Linear Program for Markov Decision ProcessesWA Generalized Reduced L...preprint / 2014A bi-convex optimization problem to compute Nash equilibrium in n-player games and an algorithmWA bi-convex optimizatio...preprint / 2015A Study of Gradient Descent Schemes for General-Sum Stochastic GamesWA Study of Gradient Des...preprint / 2015Adaptive system optimization using random directions stochastic approximationWAdaptive system optimiz...preprint / 2015Stochastic Recursive Inclusions with Non-Additive Iterate-Dependent Markov NoiseWStochastic Recursive In...preprint / 2016Stochastic recursive inclusion in two timescales with an application to the Lagrangian dual problemWStochastic recursive in...preprint / 2015A Generalization of the Borkar-Meyn Theorem for Stochastic Recursive InclusionsWA Generalization of the...preprint / 2016A Cross Entropy based Stochastic Approximation Algorithm for Reinforcement Learning with Linear Function ApproximationWA Cross Entropy based S...preprint / 2016Stochastic Recursive Inclusions in two timescales with non-additive iterate dependent Markov noiseWStochastic Recursive In...preprint / 2016
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Shalabh Bhatnagar

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PaperPolicy Gradient Methods for Non-Markovian Reinforcement LearningAuthorship / preprint / 2026PersonAvik KarCo-authorship / ResearcherPersonSiddharth ChandakCo-authorship / ResearcherPersonRahul SinghCo-authorship / ResearcherPersonSoumitra SinhahajariCo-authorship / ResearcherPersonEric MoulinesCo-authorship / ResearcherPersonNicholas BambosCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 works

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