README.md

@@ -19,7 +19,7 @@ Their are **three tasks** defined in `run_main.py` which can be commented out to
 ## Assignment Requirements
 
 This assignment will have a written component and a programming component.
-Clone the mazeworld environment locally and run the code looking at the implemtation of the sample algorithm.
+Clone the mazeworld environment locally and run the code looking at the implementation of the sample algorithm.
 Your task is to implement three other algortihms on this domain.
 - **(20%)** Implement SARSA
 - **(20%)** Implement QLearning