lkwilson/Conways-Game-Of-Life-AI
Deep Reinforcement Learning Agent to control Conway's Game of Life
This project helps researchers and students explore how Deep Reinforcement Learning agents can control dynamic systems like a modified Conway's Game of Life. It takes a custom Game of Life setup and trains an AI to influence cell patterns, providing insights into AI behavior in evolving environments. It's designed for AI researchers, students, or enthusiasts interested in hands-on experimentation with RL and cellular automata.
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Use this if you are studying reinforcement learning or AI and want to experiment with an agent controlling a dynamically changing cellular automaton.
Not ideal if you are looking for a tool to apply reinforcement learning to real-world, non-simulated problems, or if you need to run the original, immutable Conway's Game of Life.
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Dec 10, 2018
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