Minari VS MO-Gymnasium

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

Minari

A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities (by Farama-Foundation)
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Minari MO-Gymnasium
1 3
219 241
5.9% 5.0%
8.2 7.7
3 days ago 25 days ago
Python Python
GNU General Public License v3.0 or later MIT License
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.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

Minari

Posts with mentions or reviews of Minari. We have used some of these posts to build our list of alternatives and similar projects.

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 Minari and MO-Gymnasium you can also consider the following projects:

d3rlpy - An offline deep reinforcement learning library

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

exorl - ExORL: Exploratory Data for Offline Reinforcement Learning

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

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.

PettingZoo - An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities

switcher - Gnome Shell extension to switch windows quickly by typing

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

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

retro - Retro Games in Gym

6502_65C02_functional_tests - Tests for all valid opcodes of the 6502 and 65C02 processor