Boil 3 cups of water in a medium size saucepan.
Once boiling, add the polenta and turn the heat down to low to simmer.
Cover saucepan with a lid and allow polenta to cook for ~5 minutes, or until all water is absorbed.
Place a piece of parchment paper on a flat baking dish.
Scoop the polenta onto the parchment paper.
Lay another piece of parchment paper on top.
Using a hand roller, roll out the polenta until it is about ½ inch thick.
Chill in the refrigerator until the polenta hardens (8-12 hours).
When ready to remove from refrigerator, preheat oven to 375 degrees Fahrenheit and remove top layer of parchment paper.
Using a knife, cut the polenta into bite size pieces, resembling a chip.
On a baking pan, lay the chips out evenly.
Drizzle with olive oil.
Combine salt, pepper, paprika, and garlic powder and sprinkle over top the chips.
Bake for 10 minutes before flipping the chips.
Bake for another 10 minutes.
Allow them to cool before serving.