An example computer-implemented method includes receiving, from one or more vision components in an environment, vision data that captures features of the environment, including object features of an object that is located in the environment, and prior to a robot manipulating the object: (i) determining based on the vision data, at least one first adjustment to a programmed trajectory of movement of the robot operating in the environment to perform a task of transporting the object, and (ii) determining based on the object features of the object, at least one second adjustment to the programmed trajectory of movement of the robot operating in the environment to perform the task, and causing the robot to perform the task, in accordance with the at least one first adjustment and the at least one second adjustment to the programmed trajectory of movement of the robot.

Methods, systems, and apparatus, including computer programs encoded on computer storage media, for enhanced path planning. In some implementations, a first path is determined for travel by a robot, the first path extending from an origin to a destination. Path segments are determined based on the first path. A corner between two of the path segments has an angle less than a predetermined threshold is determined. In response to determining that the corner between two of the path segments has an angle less than the predetermined threshold, a bypass path segment is determined that bypasses the corner. A second path for the robot to travel is determined based on the path segments and the bypass path segment. Data indicating the second path is provided to the robot.

The present disclosure provides a robot motion path planning method, apparatus, and terminal device. The method includes planning a planned path for a robot in a current scene using an open motion planning library (OMPL) database, setting a shortest ideal path as an initial ideal path, calculating a new path between the planned path and the initial ideal path using a dichotomy method, determining whether the new path meets an obstacle avoidance requirement and a structural constraint of the robot in the current scene, making the new path as the new planned path if yes, otherwise determining the new path as a new ideal path, optimizing the planned path using the dichotomy method iteratively until an error between the planned path and the ideal path is within a preset range, and determining the planned path as a motion path of the robot, thereby improving the motion efficiency.

The present disclosure provides a robot motion path planning method, apparatus, and terminal device. The method includes planning a planned path for a robot in a current scene using an open motion planning library (OMPL) database, setting a shortest ideal path as an initial ideal path, calculating a new path between the planned path and the initial ideal path using a dichotomy method, determining whether the new path meets an obstacle avoidance requirement and a structural constraint of the robot in the current scene, making the new path as the new planned path if yes, otherwise determining the new path as a new ideal path, optimizing the planned path using the dichotomy method iteratively until an error between the planned path and the ideal path is within a preset range, and determining the planned path as a motion path of the robot, thereby improving the motion efficiency.

A method for altering an initially predetermined path of a robot arrangement having at least one robot includes selecting a portion of the initially predetermined path, altering the selected portion of the path, and predetermining an altered path based on the altered portion of the path. A deviation between the initially predetermined path and the altered path is determined, and a reaction is triggered if the deviation fulfills a predetermined condition for a reaction. In another aspect, a computer programming product, when executed by a computer, causes the computer to select a portion of the initially predetermined path, alter the selected portion of the path, predetermine an altered path based on the altered portion of the path, determine a deviation between the initially predetermined and the altered path, and trigger a reaction if the deviation fulfills a predetermined condition for a reaction.