Concepedia

Amir massoud Farahmand

AM

Statistics

Publications

12

Citations

570

H-Index

11

Active since

2007

Affiliations

University of Alberta(Current)

McGill University

University of Sistan and Baluchestan

Shahid Bahonar University of Kerman

Amir massoud Farahmand is an author at University of Alberta specializing in computer science, machine learning, and reinforcement learning.

Publications per year

2007–2017

12

Publications

12

Manifold-adaptive dimension estimation

Amir massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert · 2007 · 112 citations

Computing, Computer Science, Algorithms +10

Regularized Policy Iteration

Amir massoud Farahmand, Mohammad Ghavamzadeh, Shie Mannor et al. · PolyPublie (École Polytechnique de Montréal) · 2008 · 108 citations

Computing, Data Science, Machine Learning +14

Learning from Limited Demonstrations

Beomjoon Kim, Amir massoud Farahmand, Joëlle Pineau et al. · Neural Information Processing Systems · 2013 · 72 citations

Engineering, Computer Science, Robotics Engineering +16

Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems

Amir massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári et al. · 2009 · 59 citations

Computing, Computer Science, Machine Learning +12

Value-Aware Loss Function for Model-based Reinforcement Learning

Amir massoud Farahmand, André Barreto, Daniel Nikovski · PolyPublie (École Polytechnique de Montréal) · 2017 · 42 citations

Computing, Computer Science, Artificial Intelligence +12

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