activity
20202026
most citedVariable Compliance Control for Robotic Peg-in-Hole Assembly: A Deep Reinforcement Learning Approach

176 citations · 341 across the 23 of their papers we have counts for

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Showing 2025Show all

7 papers · 1 filter

cs.RO2025

SCU-Hand with Integrated Single-Sheet Valve: A Funnel-Shaped Robotic Hand for Milligram-Scale Powder Handling

Tomoya Takahashi, Yusaku Nakajima, Cristian Camilo Beltran-Hernandez +5

Laboratory Automation (LA) has the potential to accelerate solid-state materials discovery by enabling continuous robotic operation without human intervention. While robotic system…

cs.RO2025

Learning-based Cooperative Robotic Paper Wrapping: A Unified Control Policy with Residual Force Control

Rewida Ali, Cristian C. Beltran-Hernandez, Weiwei Wan +1

Human-robot cooperation is essential in environments such as warehouses and retail stores, where workers frequently handle deformable objects like paper, bags, and fabrics. Coordin…

cs.RO2025★ 1 cited

PLEXUS Hand: Lightweight Four-Motor Prosthetic Hand Enabling Precision-Lateral Dexterous Manipulation

Yuki Kuroda, Tomoya Takahashi, Cristian C Beltran-Hernandez +2

Electric prosthetic hands should be lightweight to decrease the burden on the user, shaped like human hands for cosmetic purposes, and have motors inside to protect them from damag…

cs.RO2025

Robust and Resilient Soft Robotic Object Insertion with Compliance-Enabled Contact Formation and Failure Recovery

Mimo Shirasaka, Cristian C. Beltran-Hernandez, Masashi Hamaya +1

Object insertion tasks are prone to failure under pose uncertainty and environmental variation, often requiring manual fine-tuning or controller retraining. We present a novel appr…

cs.RO2025

Grounded Vision-Language Interpreter for Long-Horizon Bimanual Task and Motion Planning

Jeremy Siburian, Keisuke Shirai, Cristian C. Beltran-Hernandez +3

While recent advances in vision-language models have accelerated language-guided robot planning, their black-box nature lacks the safety guarantees and interpretability crucial for…

cs.RO2025

SCU-Hand: Soft Conical Universal Robotic Hand for Scooping Granular Media from Containers of Various Sizes

Tomoya Takahashi, Cristian C. Beltran-Hernandez, Yuki Kuroda +3

Automating small-scale experiments in materials science presents challenges due to the heterogeneous nature of experimental setups. This study introduces the SCU-Hand (Soft Conical…

cs.RO2025

KeyMPs: One-Shot Vision-Language Guided Motion Generation by Sequencing DMPs for Occlusion-Rich Tasks

Edgar Anarossi, Yuhwan Kwon, Hirotaka Tahara +6

Dynamic Movement Primitives (DMPs) provide a flexible framework wherein smooth robotic motions are encoded into modular parameters. However, they face challenges in integrating mul…