You can use the below lines of code to change the background of the Checkbox dynamically in your java code.
//Setting up background color on checkbox.
checkbox.setBackgroundColor(Color.parseColor("#00e2a5"));
This answer was from this site. You can also use this site to convert your RGB color to the Hex value, you need to feed the parseColor