I would call Oberyn Martell, Jon Snow, and Jaime Lannister my favorite fighters from the series.
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Ramsay Snow. Because it takes some kind of badass to bone a chick and then get up smiling, half naked, with a pair of knives in your hands and laying waste to bitches.