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Apr 13, 2021 · In this report we argue that TPUs are particularly well suited for training RL agents in a scalable, efficient and reproducible way.
Apr 14, 2021 · We collectively call Podracers the research platforms that we have built to support scalable RL research on TPU Pods, and we describe two such.
Podracer architectures for scalable Reinforcement Learning
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To further improve the accuracy of brain large deformation registration, this paper combines the proven advanced Q‐value distribution prediction in ...
Apr 13, 2021 · This report argues that TPUs are particularly well suited for training RL agents in a scalable, efficient and reproducible way and describes ...
May 4, 2022 · FinRL-Podracer is a cloud solution that features high performance and high scalability and promises continuous training, continuous integration, and continuous ...
Aug 29, 2024 · Podracer architectures for scalable Reinforcement Learning (Anakin) with JAX implementations https://arxiv.org/abs/2104.06272.
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Podracer architectures for scalable Reinforcement Learning ... Supporting state-of-the-art AI research requires balancing rapid prototyping, ease of use, and ...
Podracer architectures for scalable Reinforcement Learning. Resource URI: https://dblp.l3s.de/d2r/resource/publications/journals/corr/abs-2104-06272. Home ...
Apr 19, 2021 · The study shows that Podracer architectures can effectively support various research use cases and are scalable and easy to use — validating the ...
Dec 11, 2021 · ElegantRL-Podracer is a cloud solution that supports millions of GPU cores to carry out massively parallel DRL training at multiple levels.