/football-paris

The exact codes used by the team "liveinparis" at the kaggle football competition ranked 8th/1141

Primary LanguagePythonMIT LicenseMIT

Google Research Football Competition - liveinparis team

  • The exact codes used by the team "liveinparis" at the kaggle football competition

  • Implementations of self-play RL from scratch with distributed actors

  • Final version of agents currently ranked 8th/1141 at the competition (Gold prize)

  • Detailed discription of our approach

Dependencies

  1. google-research football
  2. PyTorch
  3. tensorboardX
  4. kaggle_environments

Usage

python3 train.py 
# You can find args and hyper-parameters at the "arg_dict" in train.py.

training curves (vs rule base AI)

(x-axis : # of episodes)

  1. Orange curve - vs. easy level AI
  2. Blue - vs. medium level AI

learning system