Amir Massoud Farahmand

21 papers A* 4A 3B 3C 1Journal 3Unranked 7
YearRankTypeTitle / Venue / Authors
2021 A* conf
PID Accelerated Value Iteration Algorithm.
ICML
Amir Massoud Farahmand, Mohammad Ghavamzadeh
2017 A conf
Value-Aware Loss Function for Model-based Reinforcement Learning.
AISTATS
Amir Massoud Farahmand, André Barreto, Daniel Nikovski
2012 J jnl
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces
CoRR
Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup
2012 — conf
Value Pursuit Iteration.
NIPS
Amir Massoud Farahmand, Doina Precup
2011 — conf
Action-Gap Phenomenon in Reinforcement Learning.
NIPS
Amir Massoud Farahmand
2011 J jnl
Model selection in reinforcement learning.
Mach. Learn.
Amir Massoud Farahmand, Csaba Szepesvári
2010 — conf
Error Propagation for Approximate Policy and Value Iteration.
NIPS
Amir Massoud Farahmand, Rémi Munos, Csaba Szepesvári
2010 J jnl
Interaction of Culture-Based Learning and Cooperative Co-Evolution and its Application to Automatic Behavior-Based System Design.
IEEE Trans. Evol. Comput.
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Caro Lucas, Babak Nadjar Araabi
2010 A* conf
Robust Jacobian estimation for uncalibrated visual servoing.
ICRA
Azad Shademan, Amir Massoud Farahmand, Martin Jägersand
2009 A* conf
Model-based and model-free reinforcement learning for visual servoing.
ICRA
Amir Massoud Farahmand, Azad Shademan, Martin Jägersand, Csaba Szepesvári
2009 C conf
Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems.
ACC
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
2009 — conf
Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual Servoing Approach.
CRV
Azad Shademan, Amir Massoud Farahmand, Martin Jägersand
2008 — conf
Regularized Fitted Q-Iteration: Application to Planning.
EWRL
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
2008 — conf
Regularized Policy Iteration.
NIPS
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
2007 A conf
Global visual-motor estimation for uncalibrated visual servoing.
IROS
Amir Massoud Farahmand, Azad Shademan, Martin Jägersand
2007 A* conf
Manifold-adaptive dimension estimation.
ICML
Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert
2006 B conf
Channel Assignment using Chaotic Simulated Annealing Enhanced Hopfield Neural Network.
IJCNN
Amir Massoud Farahmand, Mohammad Javad Yazdanpanah
2006 B conf
Hybrid Behavior Co-evolution and Structure Learning in Behavior-based Systems.
IEEE Congress on Evolutionary Computation
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Caro Lucas, Babak Nadjar Araabi
2006 B conf
Learning to Coordinate Behaviors in Soft Behavior-Based Systems Using Reinforcement Learning.
IJCNN
Mohammad G. Azar, Majid Nili Ahmadabadi, Amir Massoud Farahmand, Babak Nadjar Araabi
2005 — conf
Locally Optimal Takagi-Sugeno Fuzzy Controllers.
CDC/ECC
Amir Massoud Farahmand, Mohammad Javad Yazdanpanah
2004 A conf
Behavior hierarchy learning in a behavior-based system using reinforcement learning.
IROS
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Babak Nadjar Araabi