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Reinforcement Learning Project:

Train a Smartcab How to Drive

Objective

Teach a 'smartcab' agent how to navigate a grid, obey traffic rules and reach a destination using reinforcement learning.

Findings

Projections of smartcab agent score peformance for varying learning parameters.

Trials varying agent learning discount factors

discount_factor_chart

Trials varying agent exploration rates

exploration_rate_chart

About

An exercise in training a 'smartcab' agent how to navigate a simple grid and obey traffic rules

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