Hacker Newsnew | past | comments | ask | show | jobs | submitlogin
Tempest AI – Teaching a Neural Network to Play a 1981 Arcade Classic (github.com/davepl)
2 points by Stratoscope 6 months ago | hide | past | favorite | 1 comment


From the README:

> Tempest AI is a reinforcement learning system that learns to play Atari's Tempest (1981) by watching the game run inside the MAME arcade emulator. A Lua script reads the game's memory every frame, a Python application trains a neural network on the GPU, and the network's decisions are fed back to the game controls — all in real time, at thousands of frames per second.

> This README explains the architecture for programmers who may not be deep-learning specialists. No prior RL knowledge is assumed.




Guidelines | FAQ | Lists | API | Security | Legal | Apply to YC | Contact

Search: