Neural networks in games

Video presentation in czech Link to YouTube

Project document in czech Link to PDF Document

Models:

1. Simple Neral Net trained on examples with reward higher than some value
2. Q-Learning model
3. Deep Q-Learning model
4. Actor-Critic model

Statistics of accuracy improvement depending on different parameters of Q-Learning model

Statistics of accuracy improvement of Actor-Critic model

Statistics of accuracy improvement of Deep Q-Learning model