Ezgii / DQN-on-maze Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

In this project, an artificial agent is trained to solve the Maze task using DQN algorithm

0 stars 0 forks Branches Tags Activity

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
DQN.ipynb		DQN.ipynb
README.md		README.md
game.mov		game.mov
learning_curve.jpeg		learning_curve.jpeg
optimal_policy.jpeg		optimal_policy.jpeg

Repository files navigation

DQN

In this project, an artificial agent is trained to solve the Maze task using DQN algorithm

game.mov

Below figure shows the optimal policy found by the agent:

Below figure shows the learning curve:

About

In this project, an artificial agent is trained to solve the Maze task using DQN algorithm

reinforcement-learning maze pytorch deepqlearning dqn-pytorch

Report repository

Releases

No releases published

Packages

No packages published

Languages

Jupyter Notebook 100.0%