 | EvoTorch is an advanced evolutionary algorithm library built directly on PyTorch, created by NNAISENSE. EvoTorch is designed to accelerate the research and application of evolutionary algorithms and specifically supports NeuroEvolution. pip install evotorch Using EvoTorch, various optimization problems can be solved without worrying about whether the problems at hand are differentiable. The types of problems that EvoTorch can solve include: Black-box optimization problems (continuous or discrete) Reinforcement learning tasks Supervised learning tasks, etc. Various evolutionary computing algorithms are provided in EvoTorch: Distribution-based search algorithms: PGPE: Basic… |
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