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Stochastic Approximation: A Dynamical Systems Viewpoint
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Stochastic Approximation: A Dynamical Systems Viewpoint (2022)Stochastic Approximation: A Dynamical Sys…Whittle index based Q-learning for restless bandits with average reward (2022)Whittle index based Q-learnin…Reference points and learning (2021)Reference points and learningImplicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study (2020)Implicit Learning Dynamics in…Convergence of Learning Dynamics in Stackelberg Games (2019)Convergence of Learning Dynam…Stochastic Optimization in a Cumulative Prospect Theory Framework (2018)Stochastic Optimization in a …On Sampling Rates in Simulation-Based Recursions (2018)On Sampling Rates in Simulati…Continuous monitoring for changepoints in data streams using adaptive estimation (2016)Continuous monitoring for cha…Competitive Targeted Advertising Over Networks (2016)Competitive Targeted Advertis…A piecewise-constant congestion taxing policy for repeated routing games (2015)A piecewise-constant congesti…Stochastic fictitious play with continuous action sets (2014)Stochastic fictitious play wi…Simultaneous Perturbation Stochastic Approximation for Tracking Under Unknown but Bounded Disturbances (2014)Simultaneous Perturbation Sto…An Adaptive Learning Model with Foregone Payoff Information (2014)An Adaptive Learning Model wi…Risk-Sensitive Reinforcement Learning (2012)Risk-Sensitive Reinforcement …High-dimensional Exploratory Item Factor Analysis by A Metropolis–Hastings Robbins–Monro Algorithm (2009)High-dimensional Exploratory …Stochastic Approximation Methods for Constrained and Unconstrained Systems (1978)Learning Through Reinforcement and Replicator Dynamics (1997)The Theory of Learning in Games (1998)A Stochastic Approximation Method (1951)Stochastic Estimation of the Maximum of a Regression Function (1952)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)ESTIMATION OF LATENT ABILITY USING A RESPONSE PATTERN OF GRADED SCORES1 (1968)Statistical Theories of Mental Test Scores (1969)A Two-Tier Full-Information Item Factor Analysis Model with Applications (2010)Metropolis-Hastings Robbins-Monro Algorithm for Confirmatory Item Factor Analysis (2010)Sample Size Requirements for Estimation of Item Parameters in the Multidimensional Graded Response Model (2016)Contest success functions (1996)Using Online Conversations to Study Word-of-Mouth Communication (2004)Who's Who in Networks. Wanted: The Key Player (2006)Competitive pricing strategies in social networks (2018)Managing Consensus With Minimum Adjustments in Group Decision Making With Opinions Evolution (2019)Digital Privacy (2022)CONTINUOUS INSPECTION SCHEMES (1954)Exponentially Weighted Moving Average Control Schemes: Properties and Enhancements (1990)Optimal Detection of Changepoints With a Linear Computational Cost (2012)Multiple changepoint detection in categorical data streams (2019)Simulation Modeling and Analysis. (1983)Acceleration of Stochastic Approximation by Averaging (1992)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Theory of games and economic behavior (2019)Existence and Uniqueness of Equilibrium Points for Concave N-Person Games (1965)Dynamic Noncooperative Game Theory (1982)Restless bandits: activity allocation in a changing world (1988)Multi-Armed Bandit Allocation Indices. (1990)Multi‐Armed Bandit Allocation Indices (2011)On Finding Local Nash Equilibria (and only Local Nash Equilibria) in Zero-Sum Games (2025)
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  • 2009High-dimensional Exploratory Item Factor Analysis by A Metropolis–Hastings Robbins–Monro Algorithm324 cited
  • 2016Competitive Targeted Advertising Over Networks131 cited
  • 2014Simultaneous Perturbation Stochastic Approximation for Tracking Under Unknown but Bounded Disturbances78 cited
  • 2020Implicit Learning Dynamics in Stackelberg Games: Equilibria Characterization, Convergence Analysis, and Empirical Study53 cited
  • 2022Whittle index based Q-learning for restless bandits with average reward48 cited
  • 2018On Sampling Rates in Simulation-Based Recursions45 cited
  • 2018Stochastic Optimization in a Cumulative Prospect Theory Framework45 cited
  • 2019Convergence of Learning Dynamics in Stackelberg Games43 cited
  • 2014Stochastic fictitious play with continuous action sets41 cited
  • 2016Continuous monitoring for changepoints in data streams using adaptive estimation36 cited
  • 2015A piecewise-constant congestion taxing policy for repeated routing games24 cited
  • 2012Risk-Sensitive Reinforcement Learning17 cited
  • 2014An Adaptive Learning Model with Foregone Payoff Information5 cited
  • 2021Reference points and learning3 cited

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