AI learns to Speedrun QWOP using Machine Learning
Автор: Wesley Liao
Загружено: 2021-02-25
Просмотров: 507835
Описание:
UPDATE:
AI was able to surpass the World Record in my new video:
• AI sets new QWOP World Record (47.34) usin...
AI bot learns to play QWOP like a human and achieves a top 10 speedrun (1m 8s). Trained using Reinforcement Learning and Imitation Learning.
Writeup:
https://towardsdatascience.com/achiev...
Github repo:
https://github.com/Wesleyliao/QWOP-RL
Papers mentioned:
Sample Efficient Actor-Critic with Experience Replay
https://arxiv.org/pdf/1611.01224.pdf
Deep Q-learning from Demonstrations
https://arxiv.org/pdf/1704.03732.pdf
Kurodo's channel:
/ @kurodo1916
QWOP speedrun leaderboard:
https://www.speedrun.com/qwop
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