Research:

PhD Description:

Research Areas:

I am exploring Reinforcement Learning, Information Retrieval, NLP, Behavior Modeling applied in Social Media.

This is a repo for my PhD reading list

Reading List

Research Papers:

1)Reinforcement Learning 2)Social Behavior Modeling

Reinforcement Learning: A Survey

 

1. [University of Alberta - Tutorial Reinforcement Learning] (http://www.cs.ualberta.ca/%7Esutton/Talks/RL-Tutorial/sld001.htm)  
2. [Scholarpedia] -Reinforcement Learning (http://www.scholarpedia.org/article/Reinforcement_learning#The_Algorithmic_level_.28Machine-Learning_perspective.29)  
3. http://www.bkgm.com/articles/tesauro/tdl.html  
4. http://webdocs.cs.ualberta.ca/~sutton/book/ebook/node27.html  
5. http://www.cs.ualberta.ca/%7Esutton/RL-FAQ.html  
6. http://www.cse.unsw.edu.au/~cs9417ml/RL1/introduction.html  

DEMOS :

  https://www.youtube.com/watch?v=b1a53hE0yQs   https://www.youtube.com/watch?v=WF9QWc_lxfM   https://www.youtube.com/watch?v=mRpX9DFCdwI     http://amser.hs-weingarten.de/en/index.php     http://umichrl.pbworks.com/w/page/7597582/Demos-of-Reinforcement-Learning   http://www-all.cs.umass.edu/rlr/domains.html   http://www.cse.unsw.edu.au/~cs9417ml/RL1/applet.html   http://ccl.northwestern.edu/netlogo/models/community/Reinforcement%20Learning%20Maze   http://www.novamente.net/example/fetch.php   http://www.cs.ualberta.ca/~sutton/index.html   http://www.cs.berkeley.edu/~russell/code/doc/overview-UNCERTAINTY.html#uncertainty/environments/mdp.lisp

http://aima.cs.berkeley.edu/python/readme.html   http://computing.dcu.ie/~humphrys/PhD/   http://www.cs.rochester.edu/u/brown/242/assts/bh_learning/learning.html   http://www.aaai.org/AITopics/html/reinf.html   http://www.cs.ualberta.ca/~sutton/software.html     http://staff.aist.go.jp/utsugi-a/Lab/Links.html   ##Author: Rick Rejeleene