peter1591/hearthstone-ai

Use neural network to estimate state-value function

Closed this issue · 2 comments

peter1591 commented
  1. input normalization
  2. share weights for all minions
  • use convolution layer
  • or, partially connected layer
  1. follow by 2-3 fully-connected layer

Library candidates:
Caffe --> many dependency? cross-platform to windows?
tiny-dnn --> header-only; no dependency; maybe slow
tensorflow --> mainly python support

peter1591 commented

Use Adam optimizer

peter1591 commented

finished in a973eda