“…One of the most attractive features of electrostatically bound PEMs prepared by the LbL process is the controllable charge density of the PE chains, which can be adjusted by either controlling ionic strength of the surrounding aqueous solution for strong PEs or changing the ionic strength as well as solution pH for weak PEs with labile functional groups (e.g., carboxylic acid) . This ability to modulate polyelectrolyte charge density will in turn tune the properties of the PEMs, creating changes in thickness, swelling/shrinking states, elastic properties, porosity, wettability, and even generates determined mechanical motions . This makes PEMs, especially those made from weak polyelectrolytes, ideal for responsive materials, such as pH, electric field, and electrochemically induced swelling in water, thermoresponsive film expansion, and humidity controlled curling behavior as well as “walking.” However, for these diverse reversible actuators, thin PEMs are preferable to achieve significant dynamic motion, which limits the adhesive force as well as PE migration rate needed for effective self‐healing performance when the PEs are ionically bound to the underlying substrate …”