Hamid R. Maei

2 papers · 2008–2009 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🌱 Topic Pioneer 🧭 Keyword Pioneer 📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Richard S. Sutton (2) Csaba Szepesvári (2) Doina Precup (1) Shalabh Bhatnagar (1) David Silver (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Reinforcement Learning (2) Core AI (2) Learning Types · Machine Learning (2) Methods (2) Optimization & Theory (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

temporal difference learning (2) stochastic gradient descent (2) off-policy learning (2) markov decision process (2) value function (1) value function approximation (1) linear function approximation (1) smooth function approximation (1) bellman error (1) neural network (1) reinforcement learning (1) gradient temporal difference (1) policy evaluation (1) function approximation (1) convergence analysis (1)

Papers

Convergent Temporal-Difference Learning with Arbitrary Smooth Function Approximation NeurIPS 2009 A Convergent $O(n)$ Temporal-difference Algorithm for Off-policy Learning with Linear Function Approximation NeurIPS 2008