diff --git a/report/Physics_Informed_Neural_Network_Controller_Training_for_Inverted_Pendulum_Systems_Using_Variable_Base_Loss_Functions_and_Time_Weighted_Loss_Functions.pdf b/report/Physics_Informed_Neural_Network_Controller_Training_for_Inverted_Pendulum_Systems_Using_Variable_Base_Loss_Functions_and_Time_Weighted_Loss_Functions.pdf
index ee05267..241a17f 100644
Binary files a/report/Physics_Informed_Neural_Network_Controller_Training_for_Inverted_Pendulum_Systems_Using_Variable_Base_Loss_Functions_and_Time_Weighted_Loss_Functions.pdf and b/report/Physics_Informed_Neural_Network_Controller_Training_for_Inverted_Pendulum_Systems_Using_Variable_Base_Loss_Functions_and_Time_Weighted_Loss_Functions.pdf differ