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Scaling Behavior Cloning Improves Causal Reasoning: An Open Model for Real-Time Video Game Playing

Intermediate

Yuguang Yue, Irakli Salia et al.Jan 8arXiv

The paper teaches a game-playing AI to copy good human players (behavior cloning) and shows that simply scaling up the model and the data makes the AI reason more causally (it pays attention to what truly causes outcomes on screen).

#behavior cloning#causal reasoning#causal confusion

Papers1

Scaling Behavior Cloning Improves Causal Reasoning: An Open Model for Real-Time Video Game Playing