Weak maps are a unique type of map that do not retain strong references to objects, allowing for more efficient memory management. This feature plays a crucial role in garbage collection, ensuring that objects can be cleaned up when no longer needed. The discussion highlights the importance of weak maps in optimizing resource use within software development.