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I will describe the formulation of our recently proposed thermally-assisted-occupation density functional theory (TAO-DFT) [1],thedensity functional approximations to TAO-DFT (TAO-DFAs) [2], and the hybrid TAO-DFT schemes (i.e., the inclusion of exact exchange in TAO-DFT) [3].