There is a dataset on Kaggle that contains questions taken from Stack Overflow about the Python programming language. This post briefly explores portions of the dataset.
CMoerae is a cryptocurrency dashboard application. The dashboard displays predictions and market information for 20 of the most popular cryptocurrencies. CMoerae uses machine learning to make up-to-date predictions based on recent market data. The model is similar to that of my Twitter bot RoboInsights.
This post is the forth part of a series on creating an AI for the game Path of Exile © (PoE).
- A Deep Learning Based AI for Path of Exile: A Series
- Calibrating a Projection Matrix for Path of Exile
- PoE AI Part 3: Movement and Navigation
- PoE AI Part 4: Real-Time Screen Capture and Plumbing
- AI Plays Path of Exile Part 5: Real-Time Obstacle and Enemy Detection using CNNs in TensorFlow
As discussed in the first post of this series, the AI program takes a screenshot of the game and uses it to form predictions that are then used to update its internal state. In this post, efficient methods for capturing images of the game screen are explored.
I compiled a short video of footage from the Path of Exile AI. All footage is of the actual AI running. The video is available below on my YouTube channel.
Stayed tuned for more posts about the Targeting System and Screen Viewer components in the next few weeks.
So, I was looking for a way to use my XBox 360 Controller for Windows to browse the web and play games without built-in controller support. After searching for a while, I found most existing applications were either not free or did not work very well. Some required extra dll files (pro-tip DON’T search for “[insert name].dll missing” and download the first thing you find), or were not fully functional. Having experience handling mouse and keyboard input using Windows API, I decided to see if I could come up with something better. The result: GopherJoy.
This post is part of a series on creating an AI for the game Path of Exile © (PoE). In this post, techniques for moving the character around a level are explored.
This post is part of a series on creating an AI for the game Path of Exile © (PoE). In this post, techniques for updating the internal representation of the world given a static image of the game are explored.