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English(EN) JAXenstein: Accelerated Benchmarking for First-Person Environments

JAXenstein 基准测试通过《德军司令部3D》加速强化学习代理的开发

研究人员开发了 JAXenstein,一个用于强化学习代理的开源基准测试工具,利用了《德军司令部3D》的渲染引擎。这个新的基准测试旨在通过提供快速且可扩展的视觉第一人称任务环境来加速算法开发,填补了当前 JAX 强化学习生态系统的空白。JAXenstein 被认为比现有的基于视觉的基准测试快得多,并且是为可扩展性而构建的。 AI

影响 通过提供一个更快、可扩展的视觉第一人称任务基准测试,加速了强化学习的研究。

排序理由 该集群描述了一个新发布的关于 arXiv 的强化学习研究的开源基准测试。

在 arXiv cs.LG 阅读 →

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JAXenstein 基准测试通过《德军司令部3D》加速强化学习代理的开发

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该集群描述了一个新发布的关于 arXiv 的强化学习研究的开源基准测试。
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · George Konidaris ·

    JAXenstein:第一人称环境的加速基准测试

    The progression of reinforcement learning algorithms have been driven by challenging benchmarks. The rate in which a researcher can iterate on a problem setting directly impacts the speed of algorithm development. Modern machine learning has produced tools that allow for fast and…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    JAXenstein:第一人称环境的加速基准测试

    The progression of reinforcement learning algorithms have been driven by challenging benchmarks. The rate in which a researcher can iterate on a problem setting directly impacts the speed of algorithm development. Modern machine learning has produced tools that allow for fast and…