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

[University of Alberta - Tutorial Reinforcement Learning] (http://www.cs.ualberta.ca/%7Esutton/Talks/RL-Tutorial/sld001.htm)
[Scholarpedia] -Reinforcement Learning (http://www.scholarpedia.org/article/Reinforcement_learning#The_Algorithmic_level_.28Machine-Learning_perspective.29)
http://www.bkgm.com/articles/tesauro/tdl.html
http://webdocs.cs.ualberta.ca/~sutton/book/ebook/node27.html
http://www.cs.ualberta.ca/%7Esutton/RL-FAQ.html
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

Name		Name	Last commit message	Last commit date
Latest commit History 74 Commits
Natural_Language_Processing		Natural_Language_Processing
Reinforcement_Learning		Reinforcement_Learning
Resources		Resources
Thesis		Thesis
_notebooks		_notebooks
BERT_Embedding.ipynb		BERT_Embedding.ipynb
BERT_NER.ipynb		BERT_NER.ipynb
BERT_PDF_to_Text.ipynb		BERT_PDF_to_Text.ipynb
BERT_Question_Answering.ipynb		BERT_Question_Answering.ipynb
BERT_Tutorial.ipynb		BERT_Tutorial.ipynb
Control_Text_Generation		Control_Text_Generation
Hugging_Face_Tutorial.ipynb		Hugging_Face_Tutorial.ipynb
Information_Quality_Text.ipynb		Information_Quality_Text.ipynb
Multilayer_Perceptron.ipynb		Multilayer_Perceptron.ipynb
Multilayer_Perceptron_copy.ipynb		Multilayer_Perceptron_copy.ipynb
Name_Entity_Recognition.ipynb		Name_Entity_Recognition.ipynb
Name_Entity_Recognition_SPACY_&_BERT.ipynb		Name_Entity_Recognition_SPACY_&_BERT.ipynb
Name_Entity_Recognition_Tutorial_SPACY.ipynb		Name_Entity_Recognition_Tutorial_SPACY.ipynb
Novel_Address_Using_LLM_GAN.ipynb		Novel_Address_Using_LLM_GAN.ipynb
Novel_Address_Using_LLM_LSTM.ipynb		Novel_Address_Using_LLM_LSTM.ipynb
PDF_Extract_Fall_2021.ipynb		PDF_Extract_Fall_2021.ipynb
Pdf_text_extractor.ipynb		Pdf_text_extractor.ipynb
PhD_Work_Creativity.ipynb		PhD_Work_Creativity.ipynb
PhD_Work_Creativity_LSTM.ipynb		PhD_Work_Creativity_LSTM.ipynb
README.md		README.md
Semantic_Search_BERT.ipynb		Semantic_Search_BERT.ipynb
Transformer_Model.ipynb		Transformer_Model.ipynb
Transformer_Tutorial_2020.ipynb		Transformer_Tutorial_2020.ipynb
run_ner_spanberta.ipynb		run_ner_spanberta.ipynb
simple_perceptron.ipynb		simple_perceptron.ipynb

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Research:

Research Areas:

Reading List

Reinforcement Learning: A Survey

DEMOS :

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