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Title: GitHub - UT-Austin-RPL/metamon: Baselines and Datasets for Pokémon Showdown RL

Open Graph Title: GitHub - UT-Austin-RPL/metamon: Baselines and Datasets for Pokémon Showdown RL

X Title: GitHub - UT-Austin-RPL/metamon: Baselines and Datasets for Pokémon Showdown RL

Description: Baselines and Datasets for Pokémon Showdown RL. Contribute to UT-Austin-RPL/metamon development by creating an account on GitHub.

Open Graph Description: Baselines and Datasets for Pokémon Showdown RL. Contribute to UT-Austin-RPL/metamon development by creating an account on GitHub.

X Description: Baselines and Datasets for Pokémon Showdown RL. Contribute to UT-Austin-RPL/metamon development by creating an account on GitHub.

Opengraph URL: https://github.com/UT-Austin-RPL/metamon

X: @github

direct link

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https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/media/metamon_banner.png
https://arxiv.org/abs/2504.04395
https://metamon.tech
https://discord.gg/9zuJqgDpGg
Pokémon Showdownhttps://pokemonshowdown.com/
"Human-Level Competitive Pokémon via Scalable Offline RL and Transformers"https://arxiv.org/abs/2504.04395
project websitehttps://metamon.tech
NeurIPS 2025 PokéAgent Challengehttps://pokeagent.github.io
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/media/figure1.png
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#supported-rulesets
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#table-of-contents
Installationhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#installation
Quick Starthttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#quick-start
Pretrained Modelshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#pretrained-models
Battle Datasetshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#battle-datasets
Team Setshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#team-sets
Baselineshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#baselines
Observation Spaces, Action Spaces, & Reward Functionshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#observation-spaces-action-spaces--reward-functions
Training and Evaluationhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#training-and-evaluation
Other Datasetshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#other-datasets
Battle Backendshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#battle-backends
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Acknowledgementhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#acknowledgements
Citationhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#citation
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#installation
condahttps://docs.anaconda.com/anaconda/install/
Pokémon Showdownhttps://pokemonshowdown.com/
herehttps://nodejs.org/en/download/package-manager
the rules for each game modehttps://github.com/smogon/pokemon-showdown/blob/master/config/CUSTOM-RULES.md
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#quick-start
poke_env.Playerhttps://github.com/hsahovic/poke-env
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#pretrained-models
jakegrigsby/metamonhttps://huggingface.co/jakegrigsby/metamon/tree/main
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herehttps://ut-austin-rpl.github.io/amago/installation.html
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Evals herehttps://docs.google.com/spreadsheets/d/1GU7-Jh0MkIKWhiS1WNQiPfv49WIajanUF4MjKeghMAc/edit?usp=sharing
Evals herehttps://docs.google.com/spreadsheets/d/1lU8tQ0tnnupY28kIyK6FVtvPmxLSVT9_slLShOhRsqg/edit?usp=sharing
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https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#battle-datasets
customize observations, rewards, and actions on-the-flyhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#observation-spaces-action-spaces--reward-functions
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#human-replay-datasets
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/media/dataset.png
metamon-raw-replayshttps://huggingface.co/datasets/jakegrigsby/metamon-raw-replays
metamon-parsed-replayshttps://huggingface.co/datasets/jakegrigsby/metamon-parsed-replays
replay parserhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/metamon/backend/replay_parser/README.md
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#serverreplay-sim2sim-gap
more info herehttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/metamon/backend/replay_parser/README.md
Quick Starthttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#quick-start
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#self-play-datasets
jakegrigsby/metamon-parsed-pilehttps://huggingface.co/datasets/jakegrigsby/metamon-parsed-pile
https://camo.githubusercontent.com/e3a061710023e8926f3194aed926d44bfb78cce83193d4bdd5497185e3d9fffe/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f416272612d4441413532303f7374796c653d666c6174
https://camo.githubusercontent.com/f31c54c3fdd1449aa63d06a84787b782efe3d9142a87f656584c23398e734724/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4b6164616272612d4441413532303f7374796c653d666c6174
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https://camo.githubusercontent.com/b217e18a28bc70b2b738dbb9a8e0cc19cd27309f25289d826b71134586ef3f00/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f4b616b756e612d4441413532303f7374796c653d666c6174
battle backendhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#battle-backends
replay parserhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/metamon/backend/replay_parser/README.md
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#team-sets
jakegrigsby/metamon-teamshttps://huggingface.co/datasets/jakegrigsby/metamon-teams
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#baselines
poke-envhttps://github.com/hsahovic/poke-env
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/media/heuristic_heatmap.png
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#observation-spaces-action-spaces--reward-functions
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#observations
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#tokenization
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#actions
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#rewards
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#training-and-evaluation
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/media/metamon_and_amago.png
amagohttps://ut-austin-rpl.github.io/amago/index.html
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#configure-wandb-logging-optional
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#train-from-scratch
can (optionally) use mulitple GPUs (link)https://ut-austin-rpl.github.io/amago/tutorial/async.html#multi-gpu-training
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#finetune-from-huggingface
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#customize
Here is a linkhttps://ut-austin-rpl.github.io/amago/tutorial/configuration.html
Here is a linkhttps://ut-austin-rpl.github.io/amago/tutorial/customization.html
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#evaluate-a-custom-model
examples/evaluate_custom_models.pyhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/examples/evaluate_custom_models.py
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#standalone-toy-il-deprecated
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#other-datasets
raw-replayshttps://huggingface.co/datasets/jakegrigsby/metamon-raw-replays
parsed-replayshttps://huggingface.co/datasets/jakegrigsby/metamon-parsed-replays
teamshttps://huggingface.co/datasets/jakegrigsby/metamon-teams
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#usage-stats
jakegrigsby/metamon-usage-statshttps://huggingface.co/datasets/jakegrigsby/metamon-usage-stats
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#revealed-teams
standard Showdown team builder formathttps://pokepast.es/syntax.html
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#battle-backends
Quick Starthttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#quick-start
poke-envhttps://github.com/hsahovic/poke-env
PokéAgent Challengehttps://pokeagent.github.io
Pretrained Modelshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#pretrained-models
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#team-preview
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#faq
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#how-can-i-contribute
PokéAgent Challenge Discord Serverhttps://discord.gg/9zuJqgDpGg
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#why-do-you-focus-on-gens-1-4
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#will-you-add-support-for-the-missing-gens-5-8
replay parser and datasethttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/blob/main/metamon/backend/replay_parser/README.md
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#what-about-vgc-doubles
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#acknowledgements
poke-envhttps://github.com/hsahovic/poke-env
Bulbapediahttps://bulbapedia.bulbagarden.net/wiki/Main_Page
Smogonhttps://www.smogon.com
Pokémon Showdownhttps://github.com/smogon/pokemon-showdown
https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#citation
metamon.techhttps://metamon.tech
Readme https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#readme-ov-file
MIT license https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon#MIT-1-ov-file
Please reload this pagehttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon
Activityhttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/activity
Custom propertieshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/custom-properties
86 starshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/stargazers
3 watchinghttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/watchers
25 forkshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/forks
Report repository https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FUT-Austin-RPL%2Fmetamon&report=UT-Austin-RPL+%28user%29
Releaseshttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/releases
Packages 0https://patch-diff.githubusercontent.com/orgs/UT-Austin-RPL/packages?repo_name=metamon
Please reload this pagehttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon
Contributors 4https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/graphs/contributors
Please reload this pagehttps://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon
Python 96.9% https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/search?l=python
JavaScript 3.1% https://patch-diff.githubusercontent.com/UT-Austin-RPL/metamon/search?l=javascript
https://github.com
Termshttps://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacyhttps://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Securityhttps://github.com/security
Statushttps://www.githubstatus.com/
Communityhttps://github.community/
Docshttps://docs.github.com/
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