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We use the quantum action to study quantum chaos at finite temperature. We present a numerical study of a classically chaotic 2-D Hamiltonian system - harmonic oscillators with anharmonic coupling. We construct the quantum action non-perturbatively and find temperature-dependent quantum corrections in the action parameters. We compare Poincare sections of the quantum action at finite temperature with those of the classical action.