depth scaling

1 statements across 1 episodes · 1 bullish · 0 bearish · 1 people on the record · first statement Dec 31, 2025 by Kevin Wang · across every show →

Everything said about depth scaling, oldest first

Dec 31, 2025 positive
Assertion Supported
Kevin Wang: Scaling RL network depth unlocks effective batch size scaling
“We notice that we see that scaling width actually also improves performance, and we also find that actually by scaling depth, we actually unlock the ability to scale along batch size as well.”
Kevin Wang Dec 31, 2025 ▶ 22:38 [NeurIPS Best Paper] 1000 Layer Networks for Self-Supervised RL — Kevin Wang et al, Princeton
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