A Framework for Fine Robotic Assembly
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Abstract (arXiv)
Fine robotic assembly, in which the parts to be assembled are small and fragile and lie in an unstructured environment, is still out of reach of today's industrial robots. The main difficulties arise in the precise localization of the parts in an unstructured environment and the control of contact interactions. Our contribution in this paper is twofold. First, we propose a taxonomy of the manipulation primitives that are specifically involved in fine assembly. Such a taxonomy is crucial for designing a scalable robotic system (both hardware and software) given the complexity of real-world assembly tasks. Second, we present a hardware and software architecture where we have addressed, in an integrated way, a number of issues arising in fine assembly, such as workspace optimization, external wrench compensation, position-based force control, etc. Finally, we show the above taxonomy and architecture in action on a highly dexterous task -- bimanual pin insertion -- which is one of the key steps in our long term project, the autonomous assembly of an IKEA chair.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 16 Sep 2015.
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Citing papers per year: 2021: 2; 2022: 0; 2023: 2; 2024: 1; 2025: 1; 2026: 2.
8 papers.
- 2023FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulationcited by 133
- 2024From Imitation to Refinement -- Residual RL for Precise Assemblycited by 90
- 2021Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularizationcited by 46
- 2021Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Groundingcited by 12
- 2023Seq2Seq Imitation Learning for Tactile Feedback-based Manipulationcited by 6
- 2025SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Taskscited by 3
- 2026HDFlow: Hierarchical Diffusion-Flow Planning for Long-horizon Taskscited by 2
- 2026Optimal Knock-Pick Planning for Tightly Packed Tabletop Blocks With Parallel Gripperscited by 0
- 2026Optimal Knock-Pick Planning for Tightly Packed Tabletop Blocks With Parallel Grippers18 May 2026
- 2026HDFlow: Hierarchical Diffusion-Flow Planning for Long-horizon Tasks6 May 2026
- 2025SHaRe-RL: Structured, Interactive Reinforcement Learning for Contact-Rich Industrial Assembly Tasks17 Sep 2025
- 2024From Imitation to Refinement -- Residual RL for Precise Assembly23 Jul 2024
- 2023FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex Manipulation22 May 2023
- 2023Seq2Seq Imitation Learning for Tactile Feedback-based Manipulation5 Mar 2023
- 2021Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization15 Nov 2021
- 2021Policy Transfer across Visual and Dynamics Domain Gaps via Iterative Grounding1 Jul 2021