diff --git a/README.md b/README.md
index 933eff2..44c5d6b 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # Petri Dish - A Ruby library for Evolutionary Algorithms
 
-> **Note**
+> [!IMPORTANT]\
 > `gem install petri_dish_lab` to install the gem, _not_ `petri_dish`.
 
 ## Introduction
@@ -111,9 +111,9 @@ Here are the necessary technical properties required when defining a fitness fun
 
 ## Install and Setup
 
-> **Warning**
-> The name of the _repo_ is `petri_dish`.
-> The name of the _module_ is `PetriDish`.
+> [!WARNING]\
+> The name of the _repo_ is `petri_dish`.\
+> The name of the _module_ is `PetriDish`.\
 > The name of the _gem_ is `petri_dish_lab`.
 
 You can install `petri_dish_lab` as a gem in your application. Add this line to your application's Gemfile:
@@ -230,4 +230,4 @@ You can then visualize the best route using the provided `uplot` command.
   - [Tail Call Optimization in Ruby - Blog](https://nithinbekal.com/posts/ruby-tco/)
   - [Neural network and genetic algorithm based global path planning in a static environment - Paper](http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.583.3340&rep=rep1&type=pdf)
   - [Traveling Salesman Problem using Genetic Algorithm - Blog](https://www.geeksforgeeks.org/traveling-salesman-problem-using-genetic-algorithm/)
-  - [A KNOWLEDGE-BASED GENETIC ALGORITHM FOR PATH PLANNING OF MOBILE ROBOTS - Thesis](https://atrium.lib.uoguelph.ca/xmlui/bitstream/handle/10214/22039/Hu_Yanrong_MSc.pdf?sequence=2)
\ No newline at end of file
+  - [A KNOWLEDGE-BASED GENETIC ALGORITHM FOR PATH PLANNING OF MOBILE ROBOTS - Thesis](https://atrium.lib.uoguelph.ca/xmlui/bitstream/handle/10214/22039/Hu_Yanrong_MSc.pdf?sequence=2)