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Xuanbin Peng

6 accepted papers

2026

ExBody2: Advanced Expressive Humanoid Whole-Body Control

ICRA 2026poster

This paper tackles the challenge of enabling real-world humanoid robots to perform expressive and dynamic whole-body motions while maintaining stability. We propose ExBody2, a whole-body tracking framework trained in simulation with Reinforcement Learning and then transferred to the real world. The …

2025

WildLMa: Long Horizon Loco-Manipulation in the Wild

ICRA 2025

‘In-the-wild’ mobile manipulation aims to deploy robots in diverse real-world environments, which requires the robot to (1) have skills that generalize across object configurations; (2) be capable of long-horizon task execution in diverse environments; and (3) perform complex manipulation beyond pic

Cited by 16SourceScholar
2024

RTTF: Rapid Tactile Transfer Framework for Contact-Rich Manipulation Tasks

IROS 2024poster

An increasing number of robotic manipulation tasks now use optical tactile sensors to provide tactile feedback, making tactile servo control a crucial aspect of robotic operations. This paper presents a rapid tactile transfer framework (RTTF) that achieves optical-tactile image sim2real transfer and…

Cited by 0SourceScholar
2024

Whole-body Compliance Control for Quadruped Manipulator with Actuation Saturation of Joint Torque and Ground Friction

IROS 2024poster

In normal operations, when quadruped manipulators with impedance control experience external disturbances, they may become unstable and lose balance due to actuation saturation, affecting their stability, safety, and compliance with the environment. To address this issue, we propose a whole-body com…

Cited by 1SourceScholar