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1

Model selection in reinforcement learning

Amir-massoud Farahmand, Csaba Szepesvári

Journal:

Machine Learning

Year:

2011

Language:

english

File:

PDF, 1.09 MB

english, 2011

2

[IEEE 2017 American Control Conference (ACC) - Seattle, WA, USA (2017.5.24-2017.5.26)] 2017 American Control Conference (ACC) - Deep reinforcement learning for partial differential equation control

Farahmand, Amir-massoud, Nabi, Saleh, Nikovski, Daniel N.

Year:

2017

Language:

english

File:

PDF, 204 KB

english, 2017

3

[IEEE 2016 American Control Conference (ACC) - Boston, MA, USA (2016.7.6-2016.7.8)] 2016 American Control Conference (ACC) - Learning-based modular indirect adaptive control for a class of nonlinear systems

Benosman, Mouhacine, Farahmand, Amir-massoud, Xia, Meng

Year:

2016

Language:

english

File:

PDF, 224 KB

english, 2016

4

Gaussian Processes-based Parametric Identification for Dynamical Systems

Benosman, Mouhacine, Farahmand, Amir-massoud

Journal:

IFAC-PapersOnLine

Year:

2017

Language:

english

File:

PDF, 834 KB

english, 2017

5

Bayesian Optimization-based Modular Indirect Adaptive Control for a Class of Nonlinear Systems

Benosman, Mouhacine, Farahmand, Amir-massoud

Journal:

IFAC-PapersOnLine

Year:

2016

Language:

english

File:

PDF, 529 KB

english, 2016

6

Regularized least-squares regression: Learning from a sequence

Amir-massoud Farahmand, Csaba Szepesvári

Journal:

Journal of Statistical Planning and Inference

Year:

2012

Language:

english

File:

PDF, 265 KB

english, 2012

7

[IEEE 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Honolulu, HI, USA (2017.11.27-2017.12.1)] 2017 IEEE Symposium Series on Computational Intelligence (SSCI) - Learning to regulate rolling ball motion

Jha, Devesh K., Nikovski, Daniel, Yerazunis, William, Farahmand, Amir-massoud

Year:

2017

Language:

english

File:

PDF, 450 KB

english, 2017

8

[IEEE 2009 Canadian Conference on Computer and Robot Vision (CRV) - Kelowna, British Columbia, Canada (2009.05.25-2009.05.27)] 2009 Canadian Conference on Computer and Robot Vision - Towards Learning Robotic Reaching and Pointing: An Uncalibrated Visual Servoing Approach

Shademan, Azad, Farahmand, Amir-Massoud, Jagersand, Martin

Year:

2009

Language:

english

File:

PDF, 312 KB

english, 2009

9

Learning-based iterative modular adaptive control for nonlinear systems

Benosman, Mouhacine, Farahmand, Amir-Massoud, Xia, Meng

Journal:

International Journal of Adaptive Control and Signal Processing

Year:

2018

Language:

english

File:

PDF, 939 KB

english, 2018

10

[IEEE 2016 IEEE 55th Conference on Decision and Control (CDC) - Las Vegas, NV, USA (2016.12.12-2016.12.14)] 2016 IEEE 55th Conference on Decision and Control (CDC) - Learning to control partial differential equations: Regularized Fitted Q-Iteration approach

Farahmand, Amir-massoud, Nabi, Saleh, Grover, Piyush, Nikovski, Daniel N.

Year:

2016

Language:

english

File:

PDF, 219 KB

english, 2016

11

[IEEE 2010 IEEE International Conference on Robotics and Automation (ICRA 2010) - Anchorage, AK (2010.05.3-2010.05.7)] 2010 IEEE International Conference on Robotics and Automation - Robust Jacobian estimation for uncalibrated visual servoing

Shademan, Azad, Farahmand, Amir-massoud, Jägersand, Martin

Year:

2010

Language:

english

File:

PDF, 579 KB

english, 2010

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