Systems and method for an object from a plurality of objects are disclosed. An image of a scene containing the plurality of objects is obtained, and a segmentation map is generated for the objects in the scene. The shapes of the objects are determined based on the segmentation map. An end effector is adjusted in response to determining the shapes of the objects. The adjusting the end effector includes shaping the end effector according to at least one of the shapes of the objects. The plurality of objects is approached in response to the shaping of the end effector, and one of the plurality of objects is picked with the end effector.

A bag-shaped actuator system includes: a bag-shaped actuator including an airtight bag member and flowable particulates filled in the bag member; a bag-member communication pipe configured to communicate with an inside of the bag member; a low-air-pressure-source communication pipe configured to communicate with a low air pressure source; a high-air-pressure-source communication pipe configured to communicate with a high air pressure source; a switching mechanism configured to perform switching between communication destinations of the bag member such that the inside of the bag member communicates with any of external air, the low-air-pressure-source communication pipe, and the high-air-pressure-source communication pipe via the bag-member communication pipe; and a switching controlling portion configured to control the switching between the communication destinations by the switching mechanism.

A soft gripper including tentacles, each tentacle includes lower and upper members connected by a connector. Each member includes guide discs, and each guide disc includes a ring with passthrough holes, and a spacer located in a donut hole of the ring with passthrough holes, the passthrough holes collectively define cable pathways. The connector includes a center thru-hole and transfer channels. Cables have proximal ends attached to actuators and extend through apertures of a baseplate located at a proximal end of the lower member. A set of lower cables extend through the lower ring passthrough holes to couple to a distal lower guide disc. A set of upper cables extend through the lower spacer passthrough holes, through the transfer channels to the upper ring passthrough holes to couple to a distal upper guide ring, and an end cap is attached to the distal end of the upper member.

A soft gripper including tentacles, each tentacle includes lower and upper members connected by a connector. Each member includes guide discs, and each guide disc includes a ring with passthrough holes, and a spacer located in a donut hole of the ring with passthrough holes, the passthrough holes collectively define cable pathways. The connector includes a center thru-hole and transfer channels. Cables have proximal ends attached to actuators and extend through apertures of a baseplate located at a proximal end of the lower member. A set of lower cables extend through the lower ring passthrough holes to couple to a distal lower guide disc. A set of upper cables extend through the lower spacer passthrough holes, through the transfer channels to the upper ring passthrough holes to couple to a distal upper guide ring, and an end cap is attached to the distal end of the upper member.

A gripper system having tentacles including a control system configured to receive operator data and sensor data. Compare stored object configurations associated with grips to identify a corresponding set of object configurations using a target object shape and a pose via sensor data and select an object configuration. Compare stored commands to identify sets of commands corresponding to the object configuration and select sets of commands. If a set of pickup actions are received, compare to the corresponding object configuration to identify a set of pickup actions using the received set of pickup actions, and select a set of pickup actions. Compare the sets of commands to identify a corresponding first set of commands corresponding to a set of pickup actions using the set of pickup actions and select the first set of commands. If the received set of pickup actions are absent, then select a second set of commands.

A gripper system having tentacles including a control system configured to receive operator data and sensor data. Compare stored object configurations associated with grips to identify a corresponding set of object configurations using a target object shape and a pose via sensor data and select an object configuration. Compare stored commands to identify sets of commands corresponding to the object configuration and select sets of commands. If a set of pickup actions are received, compare to the corresponding object configuration to identify a set of pickup actions using the received set of pickup actions, and select a set of pickup actions. Compare the sets of commands to identify a corresponding first set of commands corresponding to a set of pickup actions using the set of pickup actions and select the first set of commands. If the received set of pickup actions are absent, then select a second set of commands.

A bag-shaped actuator system includes: a bag-shaped actuator including an airtight bag member and flowable particulates filled in the bag member; a bag-member communication pipe configured to communicate with an inside of the bag member; a low-air-pressure-source communication pipe configured to communicate with a low air pressure source; a high-air-pressure-source communication pipe configured to communicate with a high air pressure source; a switching mechanism configured to perform switching between communication destinations of the bag member such that the inside of the bag member communicates with any of external air, the low-air-pressure-source communication pipe, and the high-air-pressure-source communication pipe via the bag-member communication pipe; and a switching controlling portion configured to control the switching between the communication destinations by the switching mechanism.

The present disclosure generally relates to a robotic gripper comprising: a body; a plurality of displacement mechanisms; a plurality of finger modules removably connected or connectable to the body, such that each finger module engages with a respective displacement mechanism; each finger module comprising a finger actuator cooperative with the other finger actuators for gripping an object; and each displacement mechanism is configured for moving the respective finger module to adjust its arrangement on the body, thereby configuring the robotic gripper for gripping the object.