Coding Projects
This is a list of my current coding projects along with a short description. Each project is available on my GitHub.
Evolutionary RNN
Using genetic algorithms and recurrent neural networks to evolve a sensory based agent in the task of navigating an unknown environment
The agent is set in an unknown environment and given a destination. To get to the destination the agent must learn to navigate the environment purely based on its senses. These senses include:
- x, y scalar distance between the agent's current position and the destination
- 4 values set to 1 or 0 whether there is an adjacent block or not
- 2 inputs set to the last move taken in both x and y (optional)
These 6 (or 8) inputs are then used as an input to a Recurrent Neural Network. This network has 4 distinct outputs actions being the cardinal directions the block should move per turn.
This model is then trained using a genetic algorithm to find the best possible solution.
MyTelebot
A simple telegram chat bot created in python using python-telegram-bot api
This is a simple chatbot that works through telegram's api. It is able to extract queries from text and act accordingly. The bot makes use of Levenshtein Distance to assist it in locating
keywords. The bot uses these queries to do various tasks, such as retrieving news from a news API, fetching images from url's, collecting and sending stickers or sending the current date
or time. These are just some simple uses of this bot. It could further be used for controlling other scripts/servers/data in an easily manageble and interactive environment. This bot also
works great in groups.
KevinEloff.github.io
Documentation in progress
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