Abstract: The present disclosure provides an object grasping method, an apparatus, a computer device and a storage medium, the method includes: in response to receiving a target object grasping instruction, determining a second confidence of each of candidate objects being a target object based on state description information of the target object and a first confidence of each of the candidate objects in a current scene having each preset state; determining a target candidate object and a reward information after performing each preset action for the target candidate object based on the first confidence and the second confidence; and determining a target preset action to be performed based on the reward information, and performing the target preset action.