Artificially-Intelligent-Game
Artificially Intelligent Game Using Q-Learning
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An artificially intelligent game that performs reinforcement learning techniques, specifically Q-learning to learn to how to navigate across (play) the 8x8 grid in the game.
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Implemented a neural network as a Q-function resulting in an increase in processing capabilities and a reduction in general overhead of constantly having to look into a Q-table.
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The agent of the artificially intelligent game reached the goal state in the least possible steps just like how a human would.
High level diagram depicting sequence of events
Game State Representation in 3rd
Detailed design of the system
