ManiSkill-HAB: A Benchmark for Low-Level Manipulation in Home Rearrangement Tasks
Arth Shukla, Stone Tao, Hao Su
2025Year
5Top-tier citations
Abstract
Live-rendered frames taken from ManiSkill-HAB environments while running policy rollouts with skill chaining. Ray-tracing enabled. Full videos available on website.
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Cited by top-tier papers5
- VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM AgentsKangrui Wang, Pingyue Zhang, Zihan Wang, Yaning Gao et al.NeurIPS 2025 · 66 citations
- Memory, Benchmark & Robots: A Benchmark for Solving Complex Tasks with Reinforcement LearningEgor Cherepanov, Nikita Kachaev, Alexey K. Kovalev, Aleksandr I. PanovICLR 2026 · 43 citations
- AC-DiT: Adaptive Coordination Diffusion Transformer for Mobile ManipulationSixiang Chen, Jiaming Liu, Siyuan Qian, Han Jiang et al.NeurIPS 2025 · 30 citations
- Learning Massively Multitask World Models for Continuous ControlNicklas Hansen, Hao Su, Xiaolong WangICLR 2026 · 14 citations
- Scalable Trajectory Generation for Whole-Body Mobile ManipulationYida Niu, Xinhai Chang, Xin Liu, Ziyuan Jiao et al.CVPR 2026
Builds on6
- Habitat: A Platform for Embodied AI ResearchManolis Savva, Jitendra Malik, Devi Parikh, Dhruv Batra et al.ICCV 2019 · 1,863 citations
- Habitat 2.0: Training Home Assistants to Rearrange their HabitatAndrew Szot, Alexander Clegg, Eric Undersander, Erik Wijmans et al.NeurIPS 2021 · 826 citations
- Learning Interactive Real-World SimulatorsSherry Yang, Yilun Du, Seyed Kamyar Seyed Ghasemipour, Jonathan Tompson et al.ICLR 2024 · 399 citations
- Efficient Online Reinforcement Learning with Offline DataPhilip J. Ball, Laura Smith, Ilya Kostrikov, Sergey LevineICML 2023 · 326 citations
- SAPIEN: A SimulAted Part-Based Interactive ENvironmentFanbo Xiang, Yuzhe Qin, Kaichun Mo, Yikuan Xia et al.CVPR 2020
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