Rock, Paper and Scissor Using AI- Random Forest Algorithm

Abstract:

Rock, paper, scissors (RPS) is a game of crucial decision-making that can be used to test various learning algorithms due to its simplicity. Random Forest is a Rock Paper Scissors Agent that makes predictions using the Random Forest Classification with a bit of random. The randomness on this agent has been limited only while losing (and partially due to window length), displaying the algorithm's true potential. A simulation of various AI agents is developed to compare and analyze against the Random forest algorithm.

• Periodical: Advances in Science and Technology (Volume 124)
• Pages: 602-606
• DOI: https://doi.org/10.4028/p-udj0cq
• Online since: February 2023
• Authors: Aadhithya Murukesh*, R. Logeshwari
• Keywords: Artificial Intelligence (AI), Convolutional Neural Network (CNN), Random Forest

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