/rps_bot

Rock Paper Scissor game app against a clever bot based on Markov chains

Primary LanguageJupyter Notebook

rps_bot

Rock Paper Scissor game app against a clever bot based on markov chains

rps_bot is a Flask-powered web game application which allows users to play against a robot trained using markov chains. It takes input from a user's choice (rock, paper, or scissor) and returns the robot's choice (without peeking into the future at the user's choice for that particular round).

Screenshots

Start of game:
start

End of Round 1:
round1

End of Round 35:
round35

Future Work

  • Publish the game app online
  • Collect and keep historical data on how human's play the game
  • Improve the markov chain model
  • (nice to have) Improve UX/UI of the application

Rock, paper, scissors, lizard, Spock.