multi-objective

Open-source projects categorized as multi-objective
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Topics: gym-environments Optimization quality-diversity reinforcement-learning multi-objective-rl
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multi-objective Open-Source 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).

multi-objective related posts

  • The Worlds First FPGA N64

    6 projects | news.ycombinator.com | 21 Oct 2023

  • Optimization problem with complex constrain

    1 project | /r/optimization | 27 Mar 2023

  • what methods can be used to solve a TP-BVP with variable control?

    3 projects | /r/optimization | 17 Feb 2023

  • Quality Diversity Optimization for Expensive Simulations

    1 project | /r/optimization | 15 Dec 2022

  • New Fast Python CVT MAP-Elites + CMA-ES implementation

    1 project | /r/optimization | 7 Nov 2022

  • Performance of Evolutionary Algorithms for Machine Learning

    3 projects | /r/optimization | 27 Sep 2022

  • Optimization for Quantum Computer Simulations

    1 project | /r/optimization | 23 Aug 2022
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Index

Project Stars
1 MO-Gymnasium 247
2 fast-cma-es 107

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