/AgarAI

Reinforcement Learning for Agar.io

Primary LanguagePythonMIT LicenseMIT

AgarAI

to run DQN training

python -m dqn.train

to start tensorboard during training

tensorboard --logdir model_outputs

todo

  • calibrate the actions so that they are well distributed targets
  • add a single no-move target location

project list

  • LSTM policy
    • ConvLSTM
  • Generalized Advantage Estimation
  • Proximal Policy Optimization
  • Population-based optimization