Updated: README.md

README.md

@@ -25,7 +25,7 @@ model-index:
 # **Deep Q-Learning based Agent for Atari Breakout**
 
 The agent showcased in this space is trained using the Deep Q-Learning algorithm.
-The agent was trained for $3500$ episodes with a learning rate of $0.00001$ and an epsilon value that decreased linearly over time.
+The agent was trained for $$3500$$ episodes with a learning rate of $$0.00001$$ and an epsilon value that decreased linearly over time.
 
 ## Usage