SOFTWARE & SYSTEMS
NEAT AUTONOMOUS GAMING AGENT
An Icy Tower clone built in PyGame, with a bot trained using the NEAT neuroevolution algorithm - play, train and test modes.
completed
- Year
- 2020
- Game
- PyGame Icy Tower Clone
NEAT AGENT POPULATION TRAINING RUN
NEUROEVOLUTION OF AUGMENTING TOPOLOGIES IN ICY TOWER
01 / The build
Behind the project.
A clone of the Icy Tower game built in PyGame, written as a platform for developing an AI bot: the bot is trained with NEAT (NeuroEvolution of Augmenting Topologies), and the game has play, train-bot and test-bot modes. A second iteration of the same game retrains the agent with Deep Q-learning (DQN) instead of NEAT (work in progress).
02 / In the workshop
Project media.
1 photos & media · Tap to expand
Technical details
Under the hood.
- Game
- PyGame Icy Tower Clone
- AI
- NEAT (python-neat)
- Modes
- Play / Train Bot / Test Bot
Notes & outcomes
What came out of it.
- Neuroevolved game bot.
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