Transition state theory provides a framework for understanding the rates of chemical reactions by considering the highest energy state, the transition state, that reactants must pass through to form products. It assumes that the transition state is in a quasi-equilibrium with the reactants, allowing for the calculation of reaction rates using statistical mechanics and thermodynamics.