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Using Various Reinforcement Learning / Searching algorithms to navigate an agent through various hexagonal maps

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Hex-Bot agent (Intro to Artificial Intelligence)

This project utilised several artificial intelligence / learning algorithms to naviate an agent (Hex-bot) through a hexagonal map.

Using Various Reinforcement Learning / Searching algorithms to navigate an agent through various hexagonal maps The respective README files will explain how to run the system, and visualise how the algorithms change the bot's trajectory

A1: UCS and A* Search Algorithms

A2: Markov Decision Processes using Value and Policy Iteration

A3: MDPs using Reinforcement learning algorithms Q-Learning and SARSA

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Using Various Reinforcement Learning / Searching algorithms to navigate an agent through various hexagonal maps

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