Inclusion compounds formed between host and guest molecules via noncovalent interaction exhibit novel properties and functions compared to the constituting species. The focus in this encyclopedia article is on the inclusion compounds containing polymers, as either hosts or guests. Among the hosts, the small molecular hosts can be divided into two categories: the small molecular hosts with intramolecular cavity, such as cyclodextrins (CDs) and cucurbiturils (CBs); the others with intermolecular cavity, such as urea, thiourea, choleic acids, deoxycholic acids, perhydrotriphenylene, tris(o‐phenylenedioxy)cyclotriphosphazene, some small molecular drugs, etc. Depending on the size of the cavity and the intermolecular interactions, chains of polyolefins, polyethers, polyesters, conjugated polymers, and ionic polymers can be accommodated in the cavities to form inclusion compounds. Besides the small molecular host, there are also many inclusion compounds with polymer chains as hosts, among them amylose, poly(
l
‐lactic acid), stereoregular polystyrene, linear
d,l
‐peptides, oligophenylacetylenes, and poly(ethylene oxide) are reviewed. Finally, applications of inclusion compounds containing polymers in the fields of separation, stereocontrolled polymerization, sensors, drug and gene delivery, nucleating agents, gels, self healing materials, molecular rotor, and molecular wires, are introduced.