Shypd.aiThe largest open index of AI toolsevolution-strategies-starter is an Open Source & Models tool that provides a distributed implementation of the Evolution Strategies algorithm. It is designed for scalable reinforcement learning experiments using a master-worker architecture on AWS EC2.
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evolution-strategies-starter offers a distributed implementation of the Evolution Strategies algorithm, as detailed in the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning." This open-source project utilizes a master-worker architecture where the master broadcasts parameters to workers, and workers return results. The code is specifically designed to run on AWS EC2, making it resilient to worker termination and suitable for spot instances. It requires a Mujoco license for humanoid experiments and uses Packer for AMI building. The project is provided as-is, with no further updates expected, serving as a foundational codebase for researchers and developers in reinforcement learning.
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