When a resistor is placed in parallel with another resistor, another pathway is available, so the total resistance of the circuit decreases. Think of it like a checkout at a grocery store. If there is only one checkout counter open, the line will be long and it will take a long time to get out of the store. If there are multiple checkout counters open, you will be able to get out of the store faster.