Abstract: This paper proposes a kind of based on improved GEAR algorithm of grid resources scheduling.It learning mechanism by introducing Q-has a sensor node, make the function of network load balance and reduce the node energy loss and prolong the life cycle of wireless sensor network.According to the experimental results show that the algorithm has a optimal scheduling performance in the premise, effectively improve the scheduling of work efficiency.