hyili / ROTA

ROTA Game in https://www.praetorian.com/challenges/rota

ROTA

ROTA Game in https://www.praetorian.com/challenges/rota

About

A ROTA game ai implemented in python3.

Versions

• player_ai_1.py
  • The first version of game ai.
  • The policy is to apply the first found legal action.
• player_ai_2.py
  • The second version of game ai.
  • The policy is to randomly select one action from all legal actions.
• player_ai_3.py
  • The third version of game ai.
  • The policy is to use ExpectiMax Machine Learning Algorithm to learn gaming policy itself.

Options

• ROUNDS
  • rounds of game that the ai will play, default is 10.
• ML_ENABLE
  • enable ML or not, default is True.
• LEARNING_RATE
  • learning rate of player_ai_3_py, 0 ~ 1 is allowed, default is 0.25.