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Found 6 papers, 5 papers with code
RoboEXP: Action-Conditioned Scene Graph via Interactive Exploration for Robotic Manipulation
Robots need to explore their surroundings to adapt to and tackle tasks in unknown environments.
Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation
Surprisingly, we observe that agents trained on just 122 scenes from our dataset outperform agents trained on 10, 000 scenes from the ProcTHOR-10K dataset in terms of zero-shot generalization in real-world scanned environments.
OPDMulti: Openable Part Detection for Multiple Objects
We then address this more challenging scenario with OPDFormer: a part-aware transformer architecture.
Articulated 3D Human-Object Interactions from RGB Videos: An Empirical Analysis of Approaches and Challenges
Human-object interactions with articulated objects are common in everyday life.
OPD: Single-view 3D Openable Part Detection
The input is a single image of an object, and as output we detect what parts of the object can open, and the motion parameters describing the articulation of each openable part.
SAPIEN: A SimulAted Part-based Interactive ENvironment
To achieve this task, a simulated environment with physically realistic simulation, sufficient articulated objects, and transferability to the real robot is indispensable.
