Amir-massoud Farahmand
Amir-massoud Farahmand
Vector Institute
Verified email at vectorinstitute.ai - Homepage
TitleCited byYear
Regularized Policy Iteration
A Farahmand, M Ghavamzadeh, S Mannor, C Szepesvári
Advances in Neural Information Processing Systems 21 (NeurIPS 2008), 441-448, 2009
1402009
Error propagation for approximate policy and value iteration
A Farahmand, C Szepesvári, R Munos
Advances in Neural Information Processing Systems (NeurIPS), 568-576, 2010
952010
Manifold-adaptive dimension estimation
A Farahmand, C Szepesvári, JY Audibert
Proceedings of the 24th International Conference on Machine Learning (ICML …, 2007
75*2007
Regularized fitted Q-iteration for planning in continuous-space Markovian decision problems
A Farahmand, M Ghavamzadeh, C Szepesvári, S Mannor
American Control Conference (ACC), 725-730, 2009
70*2009
Robust jacobian estimation for uncalibrated visual servoing
A Shademan, A Farahmand, M Jägersand
IEEE International Conference on Robotics and Automation (ICRA), 5564-5569, 2010
532010
Learning from Limited Demonstrations
B Kim, A Farahmand, J Pineau, D Precup
Advances in Neural Information Processing Systems (NeurIPS), 2859-2867, 2013
472013
Global visual-motor estimation for uncalibrated visual servoing
A Farahmand, A Shademan, M Jagersand
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS …, 2007
45*2007
Model Selection in Reinforcement Learning
AM Farahmand, C Szepesvári
Machine learning 85 (3), 299-332, 2011
322011
Regularized policy iteration with nonparametric function spaces
A Farahmand, M Ghavamzadeh, C Szepesvári, S Mannor
Journal of Machine Learning Research (JMLR) 17 (1), 4809-4874, 2016
242016
Approximate MaxEnt Inverse Optimal Control and its Application for Mental Simulation of Human Interactions
DA Huang, AM Farahmand, KM Kitani, JA Bagnell
AAAI Conference on Artificial Intelligence (AAAI), 2015
212015
Action-Gap Phenomenon in Reinforcement Learning
AM Farahmand
Neural Information Processing Systems (NeurIPS), 2011
212011
Model-based and model-free reinforcement learning for visual servoing
A Farahmand, A Shademan, M Jagersand, C Szepesvári
IEEE International Conference on Robotics and Automation (ICRA), 2917-2924, 2009
20*2009
Regularized Fitted Q-iteration: Application to Bounded Resource Planning
A Farahmand, M Ghavamzadeh, C Szepesvári, S Mannor
20*2008
Regularized fitted Q-iteration: Application to planning
AM Farahmand, M Ghavamzadeh, C Szepesvári, S Mannor
Recent Advances in Reinforcement Learning, 55-68, 2008
20*2008
Regularization in Reinforcement Learning
AM Farahmand
Department of Computing Science, University of Alberta, 2011
182011
Value Pursuit Iteration
A Farahmand, D Precup
Advances in Neural Information Processing Systems (NeurIPS - 25), 1349-1357, 2012
172012
Interaction of Culture-based Learning and Cooperative Co-evolution and its Application to Automatic Behavior-based System Design
AM Farahmand, MN Ahmadabadi, C Lucas, BN Araabi
IEEE Transactions on Evolutionary Computation 14 (1), 23-57, 2010
172010
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
MM Fard, Y Grinberg, A Farahmand, J Pineau, D Precup
Advances in Neural Information Processing Systems (NeurIPS), 3030--3038, 2013
142013
Deep reinforcement learning for partial differential equation control
A Farahmand, S Nabi, DN Nikovski
American Control Conference (ACC), 3120-3127, 2017
102017
Value-aware loss function for model-based reinforcement learning
A Farahmand, A Barreto, D Nikovski
Artificial Intelligence and Statistics (AISTATS), 1486-1494, 2017
102017
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