Path planning for mobile robots in complex circumstances is still a challenging issue. This work introduces an improved deep reinforcement learning strategy for robot navigation that combines dueling architecture. Prioritized Experience Replay. and shaped Rewards. https://unitedssports.shop/product-category/hockey-skates-intermediate-performance/