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We present a Reinforcement Learning (RL)-based locomotion system for Cosmo, a custom-built humanoid robot designed for entertainment applications. Unlike traditional humanoids, entertainment robots present unique challenges due to…

Recent advances in teleoperation have demonstrated robots performing complex manipulation tasks. However, existing works rarely support whole-body joint-level teleoperation for humanoid robots, limiting the diversity of tasks that can be…

Robotics · Computer Science 2025-09-25 Noboru Myers , Obin Kwon , Sankalp Yamsani , Joohyung Kim

Humanoids are versatile robotic platforms owing to their limbs with multiple degrees of freedom. Although humanoids can walk like humans, they are relatively slow, and cannot run over large barriers. To address these limitations, we aim to…

Robotics · Computer Science 2024-03-12 Kazuki Sugihara , Moju Zhao , Takuzumi Nishio , Tasuku Makabe , Kei Okada , Masayuki Inaba

The use of standard robotic platforms can accelerate research and lower the entry barrier for new research groups. There exist many affordable humanoid standard platforms in the lower size ranges of up to 60cm, but larger humanoid robots…

Robotics · Computer Science 2018-10-01 Philipp Allgeuer , Hafez Farazi , Grzegorz Ficht , Michael Schreiber , Sven Behnke

With academic and commercial interest for humanoid robots peaking, multiple platforms are being developed. Through a high level of customization, they showcase impressive performance. Most of these systems remain closed-source or have high…

Robotics · Computer Science 2025-09-12 Grzegorz Ficht , Luis Denninger , Sven Behnke

We introduce Berkeley Humanoid, a reliable and low-cost mid-scale humanoid research platform for learning-based control. Our lightweight, in-house-built robot is designed specifically for learning algorithms with low simulation complexity,…

Robotics · Computer Science 2024-08-01 Qiayuan Liao , Bike Zhang , Xuanyu Huang , Xiaoyu Huang , Zhongyu Li , Koushil Sreenath

The use of standard platforms in the field of humanoid robotics can accelerate research, and lower the entry barrier for new research groups. While many affordable humanoid standard platforms exist in the lower size ranges of up to 60cm,…

Robotics · Computer Science 2018-10-01 Philipp Allgeuer , Hafez Farazi , Michael Schreiber , Sven Behnke

Demonstrating acrobatic behavior of a humanoid robot such as flips and spinning jumps requires systematic approaches across hardware design, motion planning, and control. In this paper, we present a new humanoid robot design, an…

Robotics · Computer Science 2021-04-20 Matthew Chignoli , Donghyun Kim , Elijah Stanger-Jones , Sangbae Kim

A significant bottleneck in humanoid policy learning is the acquisition of large-scale, diverse datasets, as collecting reliable real-world data remains both difficult and cost-prohibitive. To address this limitation, we introduce…

Robotics · Computer Science 2025-10-06 Rui Zhong , Yizhe Sun , Junjie Wen , Jinming Li , Chuang Cheng , Wei Dai , Zhiwen Zeng , Huimin Lu , Yichen Zhu , Yi Xu

The recent surge of interest in agile humanoid robots achieving dynamic tasks like jumping and flipping necessitates the concurrent design of a robot platform that combines exceptional hardware performance with effective control algorithms.…

Robotics · Computer Science 2024-08-05 Yan Ning , Song Liu , Taiwen Yang , Liang Zheng , Ling Shi

Humanoid robots are envisioned as general-purpose platforms in human-centered environments, yet their deployment is limited by vulnerability to falls and the risks posed by rigid metal-plastic structures to people and surroundings. We…

The versatility of humanoid robots in locomotion, full-body motion, interaction with unmodified human environments, and intuitive human-robot interaction led to increased research interest. Multiple smaller platforms are available for…

Robotics · Computer Science 2018-10-01 Grzegorz Ficht , Philipp Allgeuer , Hafez Farazi , Sven Behnke

This article introduces "Baby Robot", a robot aiming to improve motor skills of babies and toddlers. Authors developed a car-like toy that moves autonomously using reinforcement learning and computer vision techniques. The robot behaviour…

Robotics · Computer Science 2023-03-17 Eric Canas , Alba M. G. Garcia , Anais Garrell , Cecilio Angulo

Recently, humanoid robots have made significant advances in their ability to perform challenging tasks due to the deployment of Reinforcement Learning (RL), however, the inherent complexity of humanoid robots, including the difficulty of…

Humanoid robotics research depends on capable robot platforms, but recently developed advanced platforms are often not available to other research groups, expensive, dangerous to operate, or closed-source. The lack of available platforms…

In this paper, we introduce the humanoid robot DRACO 3 by providing a high-level description of its design and control. This robot features proximal actuation and mechanical artifacts to provide a high range of hip, knee and ankle motion.…

Robotics · Computer Science 2022-10-04 Seung Hyeon Bang , Carlos Gonzalez , Junhyeok Ahn , Nicholas Paine , Luis Sentis

Can we enable humanoid robots to generate rich, diverse, and expressive motions in the real world? We propose to learn a whole-body control policy on a human-sized robot to mimic human motions as realistic as possible. To train such a…

Robotics · Computer Science 2024-03-07 Xuxin Cheng , Yandong Ji , Junming Chen , Ruihan Yang , Ge Yang , Xiaolong Wang

The evolution from motion capture and teleoperation to robot skill learning has emerged as a hotspot and critical pathway for advancing embodied intelligence. However, existing systems still face a persistent gap in simultaneously achieving…

Robotics · Computer Science 2025-03-14 Rui Zhong , Chuang Cheng , Junpeng Xu , Yantong Wei , Ce Guo , Daoxun Zhang , Wei Dai , Huimin Lu

For several years, high development and production costs of humanoid robots restricted researchers interested in working in the field. To overcome this problem, several research groups have opted to work with simulated or smaller robots,…

We present the Duke Humanoid, an open-source 10-degrees-of-freedom humanoid, as an extensible platform for locomotion research. The design mimics human physiology, with symmetrical body alignment in the frontal plane to maintain static…

Robotics · Computer Science 2025-03-17 Boxi Xia , Bokuan Li , Jacob Lee , Michael Scutari , Boyuan Chen
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