AI learns to Speedrun QWOP (1:08) using Machine Learning
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:
Github repo:
Papers mentioned:
- Sample Efficient Actor-Critic with Experience Replay
- Deep Q-learning from Demonstrations
Kurodo’s channel:
QWOP speedrun leaderboard:
#100_Meter
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