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ML RL with neural network on Asteroids Game

I have built a DQ network ,which analyses the states of asteroids and the rocket gives out the best possible action to be performed (left, right ,shoot , idle).But the agent keeps spamming bullets ?
can anyone help me in solving this problem ?