One of the things I do when I reach that point is write down everything I know about the situation, the characters, etc. Then write out questions about what needs to happen next. By phrasing them as questions, I avoid locking things down too early.
Then I go away and do something else. Almost always, the subconscious mind hands me the solution within an hour or two, and I'm able to move forward again.