Runtime exceptions are a category of exceptions that occur during the execution of a program, often indicating a problem that the program cannot recover from, such as logic errors or improper use of APIs. Unlike checked exceptions, runtime exceptions do not need to be declared in a method's 'throws' clause, allowing for more flexible error handling strategies in Java programming.