Visual Room Rearrangement
Luca Weihs, Matt Deitke, Aniruddha Kembhavi, Roozbeh Mottaghi
2021Year
47Top-tier citations
Abstract
An instance of the Room Rearrangement task. Objects begin in the positions indicated by the solid 3D bounding boxes. An agent must walk through the room and record the objects it sees. The agent is then removed, and objects are moved to the locations indicated by the dashed bounding boxes. The agent is then reintroduced into the room and must interact with objects (moving or opening them) to return the room to its original state.
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Cited by top-tier papers47
- Habitat 2.0: Training Home Assistants to Rearrange their HabitatAndrew Szot, Alexander Clegg, Eric Undersander, Erik Wijmans et al.NeurIPS 2021 · 826 citations
- 🏘️ ProcTHOR: Large-Scale Embodied AI Using Procedural GenerationMatt Deitke, Eli VanderBilt, Alvaro Herrasti, Luca Weihs et al.NeurIPS 2022 · 596 citations
- Large Language Models as Commonsense Knowledge for Large-Scale Task PlanningZirui Zhao, Wee Sun Lee, David HsuNeurIPS 2023 · 423 citations
- The Unsurprising Effectiveness of Pre-Trained Vision Models for ControlSimone Parisi, Aravind Rajeswaran, Senthil Purushwalkam, Abhinav GuptaICML 2022 · 233 citations
- Simple but Effective: CLIP Embeddings for Embodied AIApoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha KembhaviCVPR 2022 · 149 citations
Builds on8
- Habitat: A Platform for Embodied AI ResearchManolis Savva, Jitendra Malik, Devi Parikh, Dhruv Batra et al.ICCV 2019 · 1,863 citations
- Object Goal Navigation using Goal-Oriented Semantic ExplorationDevendra Singh Chaplot, Dhiraj Gandhi, Abhinav Gupta, Ruslan SalakhutdinovNeurIPS 2020 · 857 citations
- DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion FramesErik Wijmans, Abhishek Kadian, Ari Morcos, Stefan Lee et al.ICLR 2020 · 608 citations
- Learning To Explore Using Active Neural SLAMDevendra Singh Chaplot, Dhiraj Gandhi, Saurabh Gupta, Abhinav Gupta et al.ICLR 2020 · 603 citations
- SAPIEN: A SimulAted Part-Based Interactive ENvironmentFanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia et al.CVPR 2020
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