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Omer Sakarya
Omer Sakarya

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Published in Towards Data Science

·May 14, 2020

Watch this AI Algorithm Beating Players in an Online Game

This is the final post of a three-piece article in which I walked through the training of this AI algorithm. Feel free to check out: Part 1, Part 2, Part 3. Over the course of training, agent learned how to play by playing against itself, challenging its own knowledge. …

Reinforcement Learning

3 min read

Watch this AI Algorithm Beating Players in an Online Game (Video)
Watch this AI Algorithm Beating Players in an Online Game (Video)
Reinforcement Learning

3 min read


Published in Towards Data Science

·May 13, 2020

Playing Treasure Drop with Deep Reinforcement Learning — Part 3/3

In this article series, I went through explaining the Reinforcement Learning (RL) project I have worked on. At the very end, you will know how this works: WATCH This AI beat human player in a real time puzzle game I discussed unique and notable aspects of the problem, what techniques…

Reinforcement Learning

7 min read

Playing Treasure Drop with Deep Reinforcement Learning — Part 3/3
Playing Treasure Drop with Deep Reinforcement Learning — Part 3/3
Reinforcement Learning

7 min read


Published in Towards Data Science

·May 13, 2020

Playing Treasure Drop with Deep Reinforcement Learning — Part 2/3

In this article series, I went through explaining the Reinforcement Learning (RL) project I have worked on. At the very end, you will know how this works: WATCH This AI beat human player in a real time puzzle game I discussed unique and notable aspects of the problem, what techniques…

Reinforcement Learning

10 min read

Playing Treasure Drop with Deep Reinforcement Learning — Part 2/3
Playing Treasure Drop with Deep Reinforcement Learning — Part 2/3
Reinforcement Learning

10 min read


Published in Towards Data Science

·May 13, 2020

Playing Treasure Drop with Deep Reinforcement Learning — Part 1/3

In this article series, I went through explaining the Reinforcement Learning (RL) project I have worked on. At the very end, you will know how this works: WATCH This AI beat human player in a real time puzzle game The idea of applying reinforcement learning to a novel, not-yet-explored problem have always intrigued me. I had a lot of free time to get busy amidst the coronavirus pandemic. Also, I used to play this game back then…

Reinforcement Learning

13 min read

Playing Treasure Drop with Deep Reinforcement Learning — Part 1/3
Playing Treasure Drop with Deep Reinforcement Learning — Part 1/3
Reinforcement Learning

13 min read


Oct 14, 2019

Selenium Tutorial: Scraping Glassdoor.com in 10 Minutes

I scraped jobs data from Glassdoor.com for a project. Let me tell you how I did it… What is Scraping? It’s a method for collecting information from web pages. Why Scraping? Other than the fact that it is fun, Glassdoor’s library provides a limited number of data points. It doesn’t allow you to scrape jobs…

Python

7 min read

Selenium Tutorial: Scraping Glassdoor.com in 10 Minutes
Selenium Tutorial: Scraping Glassdoor.com in 10 Minutes
Python

7 min read


Published in Android Bits

·Oct 4, 2019

Top SDK Libraries Used By Top Game Apps

Interested in mobile game development? Want to find out what SDKs are commonly used among top game apps? Well, you are welcome to take a look at our curated list of most common SDKs among top 100 game apps in the Google Play Store. Knowing each and every SDK in…

Android App Development

4 min read

A Must Know List of Libraries for Android Game Developers
A Must Know List of Libraries for Android Game Developers
Android App Development

4 min read


Published in Towards Data Science

·Jun 23, 2019

Introduction to RNNs, Sequence to Sequence Language Translation and Attention

The goal of this post is to briefly introduce RNNs (Recurrent Neural Networks), sequence to sequence language translation (seq2seq) and Attention. I will try to make it as simple as possible. You only need to know: Linear algebra Neural networks In case you feel rusty on the topics, feel free…

Machine Learning

7 min read

Introduction to RNNs, Sequence to Sequence Language Translation and Attention
Introduction to RNNs, Sequence to Sequence Language Translation and Attention
Machine Learning

7 min read

Omer Sakarya

Omer Sakarya

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