Python multi-objective

Open-source Python projects categorized as multi-objective
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Topics: Parallel reinforcement-learning Gym gym-environments gymnasium
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Python multi-objective Projects

  • MO-Gymnasium

    Multi-objective Gymnasium environments for reinforcement learning

    • Project mention: The Worlds First FPGA N64 | news.ycombinator.com | 2023-10-21

    "Show HN: Ghidra Plays Mario" (2023) https://news.ycombinator.com/item?id=37475761 :

    [RL, ..., MuZero unplugged w/ PyTorch ]

    > Farama-Foundation/Gymnasium is a fork of OpenAI/gym and it has support for additional Environments like MuJoCo: https://github.com/Farama-Foundation/Gymnasium#environments

    > Farama-Foundation/MO-Gymnasiun: "Multi-objective Gymnasium environments for reinforcement learning": https://github.com/Farama-Foundation/MO-Gymnasium

    Ghidra may or may not be useful for e.g. gadgets with mario64

  • fast-cma-es

    A Python 3 gradient-free optimization library

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NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python multi-objective related posts

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  • Quality Diversity Optimization for Expensive Simulations

    1 project | /r/optimization | 15 Dec 2022

  • Performance of Evolutionary Algorithms for Machine Learning

    3 projects | /r/optimization | 27 Sep 2022

  • Optiseek - a collection of single-objective optimization algorithms for multi-dimensional functions with a uniform format

    5 projects | /r/Python | 10 Jul 2022
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Index

Project Stars
1 MO-Gymnasium 241
2 fast-cma-es 103

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