semvec/pypi-packages huggingface dataset:
farmworld 0.0.3
Reinforcement Learning for Agriculture
Requires Python: >=3.8,<4.0
Keywords: reinforcement,machine,learning,farming,agriculture

# FarmWorld

A reinforcement learning library for agriculture.

# HOWTO

```python
pip install farmworld
```

# Install from source

```
make venv
make install
```

# Build/Publish

Put a new release on Github

```shell
poetry build
poetry publish
```

# Test

```python
PYTHONPATH=. python test/test_env.py
```

# Current Status

DQN basically solves it after 100k steps.

* Normalized the easy way using vecnormalize.
* Added a zeroth action and trimmed the action space a bit

# TODO

* complicate the problem! multiple crops, and they need to start dieing off at some point

# make env realistic -- add different plants
# fix planting density
# add different plants which have different maturities, weather needs etc. 
# plus weather forecast, soil quality(split into attributes)