Ongoing
Help Us Plan The Next Project
We're looking for people to help us plan the next projects for Fall 2024.
Past Projects
Natural Language Generation
Training GPT-2 on r/gatech and create a bot to post on the subreddit.
MineRL
Using RL techniques to train an agernt to play Minecraft and other video games
Style Transfer
Comparing different approaches to image style transfer
DeepWeeb
Generating manga from stick-figure drawings
Intro Tutorials
A new tutorial or workshop on introductory topics each week.
Even Robots Can Find Love
Apply clustering algorithms on people's preferences to find them their ideal match <3
RL to Walk
Reproducing those videos of DeepMind humanoids learning how to walk and experimenting with different dynamics models + RL algorithms.
Style Transfer
Comparing different approaches to image style transfer
Twitter NLP
We analyzed Twitter data using natural language processing techniques, building from linear bag-of-words approaches to fully neural models. We experimented with both sentiment classification and text generation.
Project Nucleus
As part of the 2018 Data Science Bowl, we worked on detecting cell nuclei.
Buzzmobile
Buzzmobile is our autonomous car project. This was the Agency's founding project. It has gone through a number of iterations and its scale has increased since the club's founding.
Halite
Halite is a competition hosted by the Agency where bots fight for control of a 2D grid. The bot with the most territory at the end wins.
2016 — Natural Language Processing
Natural language processing experiments with the goal of having an RNN successfully answer analogy questions.
2016 — Neural Network Hyperparameter Optimization
Optimizing hyperparameters in order to understand how neural networks work and how we can make them better.
2015 — Tetris Bot
We competed amongst ourselves to see which group, the Java enthusiasts or the Pythonistas could build the better Tetris-playing agent in the AI Block Battle.
2015 — IARRC
IARRC stands for the International Autonomous Robot Racing Competition. We were brought on to improve the software for one of the Robojacket's projects (the robotics team at GT). The robot performed admirably, and we are taking our lessons learned from this project into Buzzmobile.
2014 — Graph Reduction
A tool to make graphs look pretty. Uses simulated annealing and other randomized optimization techniques to find the most visually pleasing layout for a graph.