Learning environment-aware affordance for 3d articulated object manipulation under occlusions
Perceiving and manipulating 3D articulated objects in diverse environments is essential for
home-assistant robots. Recent studies have shown that point-level affordance provides …
home-assistant robots. Recent studies have shown that point-level affordance provides …
Algorithms and systems for manipulating multiple objects
Robot manipulation of multiple objects is an important topic for applications including
warehouse automation, service robots performing cleaning, and large-scale object sorting …
warehouse automation, service robots performing cleaning, and large-scale object sorting …
Adaptive and intelligent robot task planning for home service: A review
H Li, X Ding - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
The uncertainty and dynamic of home environment present great challenges to the task
planning of service robots. The nature of the home environment is highly unstructured, with a …
planning of service robots. The nature of the home environment is highly unstructured, with a …
Object rearrangement using learned implicit collision functions
Robotic object rearrangement combines the skills of picking and placing objects. When
object models are unavailable, typical collision-checking models may be unable to predict …
object models are unavailable, typical collision-checking models may be unable to predict …
Sg-bot: Object rearrangement via coarse-to-fine robotic imagination on scene graphs
Object rearrangement is pivotal in robotic-environment interactions, representing a
significant capability in embodied AI. In this paper, we present SG-Bot, a novel …
significant capability in embodied AI. In this paper, we present SG-Bot, a novel …
Efficient and high-quality prehensile rearrangement in cluttered and confined spaces
Prehensile object rearrangement in cluttered and confined spaces has broad applications
but is also challenging. For instance, rearranging products in a grocery shelf means that the …
but is also challenging. For instance, rearranging products in a grocery shelf means that the …
Where to relocate?: Object rearrangement inside cluttered and confined environments for robotic manipulation
We present an algorithm determining where to relocate objects inside a cluttered and
confined space while rearranging objects to retrieve a target object. Although methods that …
confined space while rearranging objects to retrieve a target object. Although methods that …
Efficient bimanual handover and rearrangement via symmetry-aware actor-critic learning
Bimanual manipulation is important for building intelligent robots that unlock richer skills
than single arms. We consider a multi-object bimanual rearrangement task, where a …
than single arms. We consider a multi-object bimanual rearrangement task, where a …
Fast and resilient manipulation planning for target retrieval in clutter
This paper presents a task and motion planning (TAMP) framework for a robotic manipulator
in order to retrieve a target object from clutter. We consider a configuration of objects in a …
in order to retrieve a target object from clutter. We consider a configuration of objects in a …
Persistent homology for effective non-prehensile manipulation
This work explores the use of topological tools for achieving effective non-prehensile
manipulation in cluttered, constrained workspaces. In particular, it proposes the use of …
manipulation in cluttered, constrained workspaces. In particular, it proposes the use of …