stage-for-manipulation

To reduce grasp failures, you can stage the robot for manipulation by moving it into a declared pre-grasp pose and verifying it before executing a pick policy. This ensures the gripper is correctly positioned above the target object.

Robot manipulation policies often fail because the robot begins from an incorrect starting pose. Staging the robot verifies the pre-grasp position using vision and MoveIt, ensuring the arm is correctly aligned before the policy runs.

To move a robot arm to a pre-grasp pose safely, use a collision-aware approach that validates every motion through a C++ safety kernel. This ensures the arm navigates to the starting position without unintended impacts.

Yes, you need MoveIt for arm motion planning and vision for pre-grasp verification to stage a robot for manipulation. These dependencies ensure the robot can both navigate to and validate its starting pose accurately.

Yes, staging a robot for manipulation optionally navigates a mobile base to ensure the target object is within the arm's workspace. This positions the robot correctly before moving the arm to the pre-grasp pose.

The best way to verify a pre-grasp pose is to query the scene using vision after moving the arm. This validates the gripper's position relative to the target object before the manipulation policy executes.