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paperclipsAI

A project to create an RL agent that can play universal paperclips.

Installation

Install this package from the main repository directory with pip install.

Firefox is currently the only browser which is supported.

Usage

Learn about how RL can be applied by walking through these Jupyter notebooks

1. Bandits - To clip or not to clip

This notebook shows how the simpliest RL framework (bandits) can be applied to learn whether pressing the 'make paperclip' button aids the agent in its goal.

2. Linear Functions - Buying wire

This notebook introduces an agent which takes into account the current state and approximates the value of each action based on a linear function.

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