Multi-Agent Reinforcement Learning environments with very large numbers of agents

Navigation

Verified details

These details have been verified by PyPI
Maintainers
Avatar for dsctt from gravatar.com dsctt Avatar for jkterry from gravatar.com jkterry Avatar for pseudornd from gravatar.com pseudornd

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Author: Farama Foundation
  • Tags Reinforcement Learning , game , RL , AI
  • Requires: Python >=3.7
Classifiers
Report project as malware

Project description

MAgent2 is a library for creating 2D environments with very large numbers of agents for conducting research in Multi-Agent Reinforcement Learning. These can look like this:

This is a maintained fork from the original repo- https://github.com/geek-ai/MAgent. The code is significantly cleaned up in many aspects and some unfortunate names have been fixed, but there are no major differences.

This maintainenace was primarily done in the service of the PettingZoo library. PettingZoo is the easiest way to use environments in this library, and has comprehensive documentation of them.

Requirements

MAgent2 supports Linux and macOS and Python 3.6+

Project details

Verified details

These details have been verified by PyPI
Maintainers
Avatar for dsctt from gravatar.com dsctt Avatar for jkterry from gravatar.com jkterry Avatar for pseudornd from gravatar.com pseudornd

Unverified details

These details have not been verified by PyPI
Project links
Meta
  • License: MIT License (MIT)
  • Author: Farama Foundation
  • Tags Reinforcement Learning , game , RL , AI
  • Requires: Python >=3.7
Classifiers

Release history Release notifications | RSS feed

0.3.3

0.3.2

0.3.1

This version

0.3.0

0.2.5

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

magent2-0.3.0.tar.gz (4.2 MB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

magent2-0.3.0-cp310-cp310-win_amd64.whl (168.2 kB view details)

Uploaded CPython 3.10Windows x86-64

magent2-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

magent2-0.3.0-cp39-cp39-win_amd64.whl (168.2 kB view details)

Uploaded CPython 3.9Windows x86-64

magent2-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ x86-64

magent2-0.3.0-cp38-cp38-win_amd64.whl (168.2 kB view details)

Uploaded CPython 3.8Windows x86-64

magent2-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.8manylinux: glibc 2.17+ x86-64

magent2-0.3.0-cp37-cp37m-win_amd64.whl (168.2 kB view details)

Uploaded CPython 3.7mWindows x86-64

magent2-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.7mmanylinux: glibc 2.17+ x86-64

File details

Details for the file magent2-0.3.0.tar.gz.

File metadata

  • Download URL: magent2-0.3.0.tar.gz
  • Upload date:
  • Size: 4.2 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for magent2-0.3.0.tar.gz
Algorithm Hash digest
SHA256 4b776e568a646cb016c2bda9494c7dcd52fbfdcb02cc3ab9739fc665a6764b44
MD5 e01174096aeb1ff718921825b551da2d
BLAKE2b-256 3ee687492eb970b977c65d9f1989179a9aedefab829dc1868187403324f6dff2

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: magent2-0.3.0-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 168.2 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for magent2-0.3.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 20303e339709ab24e1e37e1ad1f24dddb1f7e6eb21a8875cb477b08adc2ea072
MD5 499781f8c9ff7a5c0d4f9a0f1d8adf6a
BLAKE2b-256 0650612bb3ef839f1214112130ec2b4fd656614bc788dce293947d44cb43a035

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for magent2-0.3.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 702259e8f646b82b711a15298ffda78eae2cc268d8b4c6b5353f9a9f4042ce20
MD5 c5fa3a2ee866b85fc3c5ddfde3767a0a
BLAKE2b-256 5ba07725f37e44df61d3d92feb72547c8811b6420191b4f7dfcd72cd19e18515

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: magent2-0.3.0-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 168.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for magent2-0.3.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 58a1e5e52b9e6e091f0a3b184c4dac877ba95ff3096ac307da9eeb1309bd1d21
MD5 04837cb4e919a0ce48a0237e1455c662
BLAKE2b-256 f914e5017d17d1dfbed4fa5fcb5e8962922168e2a3e8748a0c550ff9b52c6bda

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for magent2-0.3.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 54202999c5c301ec383a7c65f6b199d822348853ca4eda82645bed9e6a7400a0
MD5 8bdf349d00ebfa5a6ab4d8a42767dd34
BLAKE2b-256 06b6c71354b09ea9f7561dc9d6e7531f9b70d1553dc61ab84c3a450f60114189

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp38-cp38-win_amd64.whl.

File metadata

  • Download URL: magent2-0.3.0-cp38-cp38-win_amd64.whl
  • Upload date:
  • Size: 168.2 kB
  • Tags: CPython 3.8, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for magent2-0.3.0-cp38-cp38-win_amd64.whl
Algorithm Hash digest
SHA256 2aa77f325bc5f40f4f00d2871e57dade30b91e2aa631963ebb7a346048eafef0
MD5 4deea2d88142a5ae6baa08c1687404fe
BLAKE2b-256 b381b44bfcce6f05d6b18b20ac5483a0a42ab7b298e636d8ac233e4942474c77

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for magent2-0.3.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0dee90f48a637f07b42a986913c621c0412d35d4b4f1982bb428e48915f306e5
MD5 058a015ea3658d25de9bab18c0d1605b
BLAKE2b-256 28536f3a56d389efc2f02ede113ccb66e630fac4349aabe5dc0bef3ff963b6c9

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp37-cp37m-win_amd64.whl.

File metadata

  • Download URL: magent2-0.3.0-cp37-cp37m-win_amd64.whl
  • Upload date:
  • Size: 168.2 kB
  • Tags: CPython 3.7m, Windows x86-64
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/4.0.1 CPython/3.9.15

File hashes

Hashes for magent2-0.3.0-cp37-cp37m-win_amd64.whl
Algorithm Hash digest
SHA256 97e46df9f72d13638c3840db3821c26ee53c91731ef21853d5bc190f22949258
MD5 6c7e98585b5d251847b17550abd69a86
BLAKE2b-256 acc3f732934928f344f63367e0fb2905f45c8e5a90c92b337fd4304a69d59342

See more details on using hashes here.

File details

Details for the file magent2-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for magent2-0.3.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 0e0c966b3fa4bcfef370f8ad5c13fc2001817c7a098e166ec73e6b51ae71622f
MD5 f39504c653de6b9cf0c75dc5a66e7d3b
BLAKE2b-256 c0221deb31d0b8b3ddafdd236820ab238bc1dfa6c75757a08643caa25a7af906

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page