Lonely planet book and other iceland tourist attraction leaflets indicate that this is a free attraction. It is not a free attraction. We paid 1200isk but if you remember to bring your student ID card, the entry fee is 600isk.
I have visited better museums with many of the artefacts displayed clearly labelled next to the artefacts themselves. I found it quite tedious to keep referring to the information board.
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