David C. Mann
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View article: Horizon Reduction Makes RL Scalable
Horizon Reduction Makes RL Scalable Open
In this work, we study the scalability of offline reinforcement learning (RL) algorithms. In principle, a truly scalable offline RL algorithm should be able to solve any given problem, regardless of its complexity, given sufficient data, c…
View article: Radiographic and Respiratory Effects of Growing Rods in Children With Spinal Muscular Atrophy
Radiographic and Respiratory Effects of Growing Rods in Children With Spinal Muscular Atrophy Open
Background: Respiratory weakness and spinal deformity are common in patients with spinal muscular atrophy (SMA). Posterior (distraction type) growing rods have recently gained favor as a treatment option in this population, due to their ab…