Skip to content

agent should learn optimal policies in grid world using reinforcement learning algorithm

Notifications You must be signed in to change notification settings

saeidtafazzol/RL-in-gridworld

Repository files navigation

RL-in-gridworld

Agent should learn optimal policies in grid world using reinforcement learning algorithm

To implement this project I used opencv library.

How to install opencv: here

If the libraries are installed, compile and run the project:

make
./rl

It learns the optimal policy after too many iterations.

N stands for north

W stands for west

S stands for south

E stands for east

and the point below the policy shows the relative score for the state

Before:

before

After:

after

About

agent should learn optimal policies in grid world using reinforcement learning algorithm

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published