ES == Evolution Strategies
DL == Deep Learning
Every games will be developed on different algorithms:
- Reward based {ES}
- Policy gradient {ES, DL}
- Q-learning {ES, DL}
- Double Q-learning {ES, DL}
- Recurrent-Q-learning {DL}
- Double Recurrent-Q-learning {DL}
- Dueling Q-learning {DL}
- Dueling Recurrent-Q-learning {DL}
- Double Dueling Q-learning {DL}
- Double Dueling Recurrent-Q-learning {DL}
- Actor-Critic {DL}
- Actor-Critic Dueling {DL}
- Actor-Critic Recurrent {DL}
- Actor-Critic Dueling Recurrent {DL}
Games that will be developed:
- Flappy bird
- level 1 mario
- pong
- Catcher
- Pixelcopter
- Raycast Maze
- Snake
- Water World
- Dooms
This repository will be update overtime.