Amir Massoud Farahmand

Publication Activity (10 Years)

Years Active: 2004-2021
Publications (10 Years): 2

Top Topics

Reinforcement Learning

Random Projections

Compressive Sensing

Top Venues

Publications

Amir Massoud Farahmand, Mohammad Ghavamzadeh
PID Accelerated Value Iteration Algorithm. ICML (2021)
Amir Massoud Farahmand, André Barreto, Daniel Nikovski
Value-Aware Loss Function for Model-based Reinforcement Learning. AISTATS (2017)
Mahdi Milani Fard, Yuri Grinberg, Amir Massoud Farahmand, Joelle Pineau, Doina Precup
Bellman Error Based Feature Generation using Random Projections on Sparse Spaces CoRR (2012)
Amir Massoud Farahmand, Doina Precup
Value Pursuit Iteration. NIPS (2012)
Amir Massoud Farahmand
Action-Gap Phenomenon in Reinforcement Learning. NIPS (2011)
Amir Massoud Farahmand, Csaba Szepesvári
Model selection in reinforcement learning. Mach. Learn. 85 (3) (2011)
Azad Shademan, Amir Massoud Farahmand, Martin Jägersand
Robust Jacobian estimation for uncalibrated visual servoing. ICRA (2010)
Amir Massoud Farahmand, Rémi Munos, Csaba Szepesvári
Error Propagation for Approximate Policy and Value Iteration. NIPS (2010)
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Caro Lucas, Babak Nadjar Araabi
Interaction of Culture-Based Learning and Cooperative Co-Evolution and its Application to Automatic Behavior-Based System Design. IEEE Trans. Evol. Comput. 14 (1) (2010)
Amir Massoud Farahmand, Azad Shademan, Martin Jägersand, Csaba Szepesvári
Model-based and model-free reinforcement learning for visual servoing. ICRA (2009)
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
Regularized Fitted Q-Iteration for planning in continuous-space Markovian decision problems. ACC (2009)
Azad Shademan, Amir Massoud Farahmand, Martin Jägersand
Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual Servoing Approach. CRV (2009)
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
Regularized Fitted Q-Iteration: Application to Planning. EWRL (2008)
Amir Massoud Farahmand, Mohammad Ghavamzadeh, Csaba Szepesvári, Shie Mannor
Regularized Policy Iteration. NIPS (2008)
Amir Massoud Farahmand, Azad Shademan, Martin Jägersand
Global visual-motor estimation for uncalibrated visual servoing. IROS (2007)
Amir Massoud Farahmand, Csaba Szepesvári, Jean-Yves Audibert
Manifold-adaptive dimension estimation. ICML (2007)
Amir Massoud Farahmand, Mohammad Javad Yazdanpanah
Channel Assignment using Chaotic Simulated Annealing Enhanced Hopfield Neural Network. IJCNN (2006)
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Caro Lucas, Babak Nadjar Araabi
Hybrid Behavior Co-evolution and Structure Learning in Behavior-based Systems. IEEE Congress on Evolutionary Computation (2006)
Mohammad G. Azar, Majid Nili Ahmadabadi, Amir Massoud Farahmand, Babak Nadjar Araabi
Learning to Coordinate Behaviors in Soft Behavior-Based Systems Using Reinforcement Learning. IJCNN (2006)
Amir Massoud Farahmand, Mohammad Javad Yazdanpanah
Locally Optimal Takagi-Sugeno Fuzzy Controllers. CDC/ECC (2005)
Amir Massoud Farahmand, Majid Nili Ahmadabadi, Babak Nadjar Araabi
Behavior hierarchy learning in a behavior-based system using reinforcement learning. IROS (2004)