mryimings/Hunger_Game_2.0
Folders and files
| Name | Name | Last commit date | ||
|---|---|---|---|---|
Repository files navigation
• 'forest_simulation' is the previous name. The formal name of this project should be 'Hunger Game 2.0' • In Hunger Game 2.0, we aims to find the optimal policy for an animal to survive as long as possible in a forest. • The animal gains reward if it finds food, or is punished if it encounters carnivores. • Implemented 3 different algorithms - traditional Q-learning, Deep Q Network • with Multilayer Perceptron, Deep Q Network with Convolutional Neuron Network. • Refined the traditional Q-Learning, with which the animal can survive almost infinite rounds.