If you find yourself in a place where you can't progress and restarting the game does not help then loading an earlier save might fix the issue for you.
Amnesia: Rebirth allows you to go back and load your 20 (12 on PS4) last checkpoints. Press "Load Game" in the main menu to access the earlier save files.