Add Env for playing Pokémon using poke-env #131
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Added observations on popular choices and practices in Pokemon-RL projects.
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Add observations section to Readme
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- Introduced a comprehensive tutorial for using the OpenEnv Pokemon Battle Environment. - Included sections on setup, battle mechanics, observations, available moves, and actions. - Demonstrated a complete battle simulation and a simple strategy agent. - Ensured proper connection to the environment and handling of battle states.
- Created a Jupyter notebook tutorial for the Pokemon Battle Environment, covering setup, battle mechanics, and agent strategies. - Added a shell script to test the Pokemon environment Docker image, ensuring services are running and performing basic environment interactions.
Updated Pokemon_Env & added a test notebook
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This idea came super thanks to @cpich3g from our Hackathon.
We are continuing here but thanks again Justin for leading and inspiring!
Adds a complete Pokemon battle environment integration using poke-env and Pokemon Showdown, following OpenEnv's HTTP-based framework patterns.
Design Decisions
Event Loop Management
POKE_LOOPbackground threadasyncio.run_coroutine_threadsafe()asyncio.Eventobjects on correct loopMemory Management
Concurrency
reset()andstep()operationsError Handling
File Structure
src/envs/pokemon_env/
├── init.py # Package exports
├── models.py # Action, Observation, State dataclasses
├── client.py # HTTPEnvClient implementation
├── README.md # Environment documentation
└── server/
├── init.py
├── app.py # FastAPI application
├── pokemon_environment.py # Core environment logic
├── Dockerfile # Container with Showdown + OpenEnv
└── requirements.txt # Dependencies
examples/project-pikachu/
├── test_local_pokemon.py # Direct environment tests (6 tests)
├── test_http_pokemon.py # HTTP client tests (6 tests)
└── [documentation files] # Testing guides and architecture docs
Reward Modes
Sparse (default):
Dense:
Credits