MO-Gymnasium VS Muzero-unplugged

Compare MO-Gymnasium vs Muzero-unplugged and see what are their differences.

MO-Gymnasium

Multi-objective Gymnasium environments for reinforcement learning (by Farama-Foundation)
Gym gym-environments morl multi-objective reinforcement-learning multi-objective-rl gymnasium
Source Code
mo-gymnasium.farama.org
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Muzero-unplugged

Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations. (by DHDev0)
Deep Learning deep-reinforcement-learning Gym Lstm Machine Learning neural-network Python3 Pytorch reinforcement-learning Transformer Arxiv arxiv-papers gym-environments monte-carlo-tree-search muzero resnetv1 resnetv2 rl muzero-unplugged
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MO-Gymnasium Muzero-unplugged
3 3
242 20
5.4% -
7.7 10.0
28 days ago over 1 year ago
Python Python
MIT License GNU General Public License v3.0 only
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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MO-Gymnasium

Posts with mentions or reviews of MO-Gymnasium. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-10-21.
  • The Worlds First FPGA N64
    6 projects | news.ycombinator.com | 21 Oct 2023
    "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

  • Show HN: Ghidra Plays Mario
    10 projects | news.ycombinator.com | 9 Sep 2023
    "Multi-objective Gymnasium environments for reinforcement learning": https://github.com/Farama-Foundation/MO-Gymnasium
  • MO-Gymnasium (a standard API and benchmark set for multi-objective RL) has reached mature status within the Farama Foundation.
    1 project | /r/reinforcementlearning | 12 Jun 2023
    The package is available to be installed with the typical `pip install mo-gymnasium` command. More information on the documentation page: https://mo-gymnasium.farama.org/ or the release notes: https://github.com/Farama-Foundation/MO-Gymnasium/releases/tag/v1.0.0

Muzero-unplugged

Posts with mentions or reviews of Muzero-unplugged. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-09-09.

What are some alternatives?

When comparing MO-Gymnasium and Muzero-unplugged you can also consider the following projects:

gym-anytrading - The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Stochastic-muzero - Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

gymprecice - A framework to design and develop reinforcement learning environments for single- and multi-physics active flow control.

Muzero - Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

nand2tetris - An implementation of the nand2tetris project. A full-stack computer: ISA, Assembler, Virtual Machine, Interpreter, Compiler, Operating System, and a Graphical Sudoku game. All from scratch.

pytorch-A3C - Simple A3C implementation with pytorch + multiprocessing

switcher - Gnome Shell extension to switch windows quickly by typing

nn-morse - Decode morse using a neural network

ghidra-plays-mario - Playing NES ROMs with Ghidra's PCode Emulator

ghidra-tlcs900h - Ghidra processor module for Toshiba TLCS-900/H

ghidra - Ghidra is a software reverse engineering (SRE) framework

retro - Retro Games in Gym

MO-Gymnasium vs gym-anytrading Muzero-unplugged vs Stochastic-muzero MO-Gymnasium vs gymprecice Muzero-unplugged vs Muzero MO-Gymnasium vs nand2tetris Muzero-unplugged vs pytorch-A3C MO-Gymnasium vs switcher Muzero-unplugged vs nn-morse MO-Gymnasium vs ghidra-plays-mario Muzero-unplugged vs ghidra-tlcs900h MO-Gymnasium vs ghidra Muzero-unplugged vs retro