April 2, 2020

Here is my podcast with SoLeadSaturday. I have spoken about my journey in data science and research. I have mentioned how mentorship within university and in my professional career helped me grow in a career.

I have given details about some recommended reading for...

March 17, 2020

I am excited to announce that OpenDS4All is now live at https://github.com/odpi/OpenDS4All.

This project was funded by IBM, built by the University of Pennsylvania, and brought to life under the governance of the Linux Foundation. It is a starter kit of educational modu...

February 13, 2020

The Women in Data Science (WiDS) initiative aims to inspire and educate data scientists worldwide, regardless of gender, and to support women in the field.One element of the program is a series of regional events worldwide.



Please join us on March 6 at 3pm for the WiD...

January 19, 2020

I had started an initiative to mentor one person each year, and had posted a link where people could apply for it last week. I got really overwhelming responses, thank you so much for each of you who applied. I really wish I could help and guide all those who approach...

January 15, 2020

It has been a tremendous week catching up with the entire DSE team and learning about the advancements happening all throughout data and AI. Thanks to John Thomas, Armand Ruiz and Wennie Allen for getting us all together and building such an amazing work culture.

IBM Da...

January 11, 2020

WIN A MENTORSHIP!!! (16th Jan 2020 DEADLINE)

Are you looking for someone to mentor you in data science? Are you a beginner and wish to get into the field of data science? Are you a practitioner and feel lost in the big stack of advanced ML resources? Do you feel the nee...

January 4, 2020

Bangalore startup Clinikk Healthcare using Reinforcement Learning for delivering health benefits to 60 crore Indians. They are building a decision support system that leverages reinforcement learning model which powers a dynamic decision tree that helps in optimal hist...

December 31, 2019

Original post: https://medium.com/inside-machine-learning/recommendation-systems-using-reinforcement-learning-de6379eecfde

In industries like e-commerce, retail, news-group or music apps, recommendation system models are one of the most important aspects in customer ret...

December 2, 2019

Original post: https://www.linkedin.com/pulse/education-all-aishwarya-srinivasan/

EDUCATION! I have never been able to understand, why has knowledge and education become a bargain. To get knowledge, you ought to afford it. Why isn't intellect and passion enough? I have...

September 11, 2019

Credits: Petros Christodoulou 

Algorithms Implemented

  1. Deep Q Learning (DQN) (Mnih et al. 2013)

  2. DQN with Fixed Q Targets (Mnih et al. 2013)

  3. Double DQN (DDQN) (Hado van Hasselt et al. 2015)

  4. DDQN with Prioritised Experience Replay (Schaul et al. 2016)

  5. ...
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