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COM00177M Design and implement an evolutionary algorithm in Python using DEAP to create an agent to play this game: Evolutionary computing Course Work, UOY, UK
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University | University of York (UOY) |
---|---|
Subject | COM00177M Evolutionary computing Course Work |
Your task
Design and implement an evolutionary algorithm in Python using DEAP to create an agent to play this game. You should take a principled and inventive approach to the design and implementation of your algorithm.
You must follow these rules of implementation:
(a) You must not manually add any further movement options to the snake. It can only change direction using the provided commands (e.g. you cannot add relative movement directions).
(b) You must not hand-code solutions for the snake. They must be found by evolutionary computation.
(c) You may add any environmental sensing functions that you like to the snake (from the full state of the grid, down to local sensing)
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