Anti-unitary operators are linear operators that combine a unitary transformation with complex conjugation, preserving the inner product structure in a complex Hilbert space. They play a crucial role in quantum mechanics, particularly in describing symmetries like time-reversal, which cannot be represented by unitary operators alone.