Hidden Variable Theory suggests that quantum mechanics might be incomplete, proposing that certain underlying variables, not accounted for in the quantum framework, determine the behavior of particles. This theory challenges the probabilistic nature of quantum mechanics, offering a deterministic explanation for quantum phenomena.