Þorsteinn graduated from the Menntaskólinn í Reykjavík gymnasium in 1961 and subsequently received a grant to study at Harvard University.
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He also published over 37 academic papers in various philosophical journals and composed poetry and lyrics, either with musical composer Atli Heimir Sveinsson or to the music of Kurt Weill and Richard Wagner.