Muzero-unplugged VS MO-Gymnasium

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

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
Source Code
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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 MO-Gymnasium
3 3
20 238
- 6.3%
10.0 7.9
about 1 year ago 11 days ago
Python Python
GNU General Public License v3.0 only MIT License
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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.

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

What are some alternatives?

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

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.

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

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

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

pytorch-A3C - Simple A3C implementation with pytorch + multiprocessing

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.

nn-morse - Decode morse using a neural network

switcher - Gnome Shell extension to switch windows quickly by typing

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

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

retro - Retro Games in Gym

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

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