Valid function names can start with a letter, underscore, or dollar sign but cannot start with a number which makes option A invalid. Option B is valid since function names can start with an underscore. Option C is invalid because 'object' is a reserved keyword in many programming languages. Option D is valid because variable names can start with a dollar sign. Option E is valid because variable names can also start with an underscore.