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

1. Install python-poetry: curl -sSL https://raw.githubusercontent.com/python-poetry/poetry/master/get-poetry.py | python -
2. Clone and cd to this projects: git clone https://github.com/praveen-palanisamy/playwrightgym && cd playwrightgym
3. Activate python venv: poetry shell
4. Install dependencies and playwrightgym in editable mode: poetry install
5. Install browsers for playwright: playwright install
6. Ready!