PlaywrightGym - Train RL Agents for Web tasks
Web-Browser-based learning environments for Deep Reinforcement Learning.
Usage
import gym
import playwrightgym
env = gym.make("LoginFormVisual-v0")
Examples
- examples/demonstrator.py: Starter class to get human/manual demonstrations
- examples/gather_demonstrations.py: Starter script to gather human/manual demonstrations and store in RLLib-compatible file format for offline RL
Dev Setup
- Install python-poetry:
curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python - - Clone and
cdto this projects:git clone https://github.com/praveen-palanisamy/playwrightgym && cd playwrightgym - Activate python venv:
poetry shell - Install dependencies and
playwrightgymin editable mode:poetry install - Install browsers for playwright:
playwright install - Ready!
1 maintainer
Metadata
1 maintainer
Release files for playwrightgym 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| playwrightgym-0.1.0.tar.gz | 8.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| playwrightgym-0.1.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 17.2 kB
Release files / playwrightgym-0.1.0.tar.gz
| Download URL | playwrightgym-0.1.0.tar.gz |
|---|---|
| Size | 8.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.1.5 CPython/3.8.5 Linux/5.4.0-70-generic
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Release files / playwrightgym-0.1.0-py3-none-any.whl
| Download URL | playwrightgym-0.1.0-py3-none-any.whl |
|---|---|
| Size | 8.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.1.5 CPython/3.8.5 Linux/5.4.0-70-generic
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