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TensorNEAT:一个用于神经进化(NeuroEvolution)的GPU加速库,可优化拓扑 ...
TensorNEAT是基于JAX框架的GPU加速神经演化库,通过将NEAT算法中的网络拓扑和操作统一转化为张量,实现并行计算和效率提升。在Brax机器人控制环境中,相比传统NEAT-Python实现,其速度提升达500倍,并兼容CPPN、HyperNEAT等变体,支持Gym、Brax等基准平台。 摘要 “增强 ...
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