Randy Ardywibowo
Randy Ardywibowo
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reinforcement-learning
Little's Law and Resource Allocations for Reinforcement Learning
Reinforcement Learning (RL) consists of generating rollouts and training on them. These two systems are separate and can be largely disaggregated to improve throughput. As such, we can scale each component separately.
Randy Ardywibowo
May 28, 2026
9 min read
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