High efficiency heuristic path planning algorithm in continuous state spaces called continuous A* algorithm was proposed.Advantages of hybrid A* algorithm were inherited by continuous A* algorithm.Non-uniform grid sizes were defined and increased in a self-adaptive manner.Additional computation introduced by hybrid A* algorithm when reducing the grid sizes was reduced.The relevant factors of continuous A* algorithm were discussed and the performance optimization was made.The simulation results show that con...