SigLoMa: Learning Open-World Quadrupedal Loco-Manipulation from Ego-Centric Vision
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Shiyi, Liu, Haiyi, Yang, Mingye, Zhang, Jiaqi, Zhang, Debing |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SEA-Nav: Efficient Policy Learning for Safe and Agile Quadruped Navigation in Cluttered Environments
by: Chen, Shiyi, et al.
Published: (2026)
by: Chen, Shiyi, et al.
Published: (2026)
LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators
by: Lin, Changyi, et al.
Published: (2024)
by: Lin, Changyi, et al.
Published: (2024)
Learning Tactile-Aware Quadrupedal Loco-Manipulation Policies
by: Zhou, Pokuang, et al.
Published: (2026)
by: Zhou, Pokuang, et al.
Published: (2026)
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
by: He, Zhengmao, et al.
Published: (2024)
by: He, Zhengmao, et al.
Published: (2024)
Learning Multi-Agent Loco-Manipulation for Long-Horizon Quadrupedal Pushing
by: Feng, Yuming, et al.
Published: (2024)
by: Feng, Yuming, et al.
Published: (2024)
Human2LocoMan: Learning Versatile Quadrupedal Manipulation with Human Pretraining
by: Niu, Yaru, et al.
Published: (2025)
by: Niu, Yaru, et al.
Published: (2025)
Bipedalism for Quadrupedal Robots: Versatile Loco-Manipulation through Risk-Adaptive Reinforcement Learning
by: Zhang, Yuyou, et al.
Published: (2025)
by: Zhang, Yuyou, et al.
Published: (2025)
LocoTouch: Learning Dynamic Quadrupedal Transport with Tactile Sensing
by: Lin, Changyi, et al.
Published: (2025)
by: Lin, Changyi, et al.
Published: (2025)
Learning Whole-Body Loco-Manipulation for Omni-Directional Task Space Pose Tracking with a Wheeled-Quadrupedal-Manipulator
by: Jiang, Kaiwen, et al.
Published: (2024)
by: Jiang, Kaiwen, et al.
Published: (2024)
EgoHumanoid: Unlocking In-the-Wild Loco-Manipulation with Robot-Free Egocentric Demonstration
by: Shi, Modi, et al.
Published: (2026)
by: Shi, Modi, et al.
Published: (2026)
A Nonlinear MPC Framework for Loco-Manipulation of Quadrupedal Robots with Non-Negligible Manipulator Dynamics
by: Sambhus, Ruturaj, et al.
Published: (2025)
by: Sambhus, Ruturaj, et al.
Published: (2025)
SAC-Loco: Safe and Adjustable Compliant Quadrupedal Locomotion
by: Zhang, Aoqian, et al.
Published: (2025)
by: Zhang, Aoqian, et al.
Published: (2025)
RAKOMO: Reachability-Aware K-Order Markov Path Optimization for Quadrupedal Loco-Manipulation
by: Risiglione, Mattia, et al.
Published: (2025)
by: Risiglione, Mattia, et al.
Published: (2025)
HeLoM: Hierarchical Learning for Whole-Body Loco-Manipulation by a Hexapod Robot
by: Yang, Xinrong, et al.
Published: (2025)
by: Yang, Xinrong, et al.
Published: (2025)
MetaLoco: Universal Quadrupedal Locomotion with Meta-Reinforcement Learning and Motion Imitation
by: Zargarbashi, Fatemeh, et al.
Published: (2024)
by: Zargarbashi, Fatemeh, et al.
Published: (2024)
MetaWorld-X: Hierarchical World Modeling via VLM-Orchestrated Experts for Humanoid Loco-Manipulation
by: Shen, Yutong, et al.
Published: (2026)
by: Shen, Yutong, et al.
Published: (2026)
Vision-Guided Loco-Manipulation with a Snake Robot
by: Salagame, Adarsh, et al.
Published: (2025)
by: Salagame, Adarsh, et al.
Published: (2025)
MLM: Learning Multi-task Loco-Manipulation Whole-Body Control for Quadruped Robot with Arm
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
FALCON: Learning Force-Adaptive Humanoid Loco-Manipulation
by: Zhang, Yuanhang, et al.
Published: (2025)
by: Zhang, Yuanhang, et al.
Published: (2025)
ToddlerBot: Open-Source ML-Compatible Humanoid Platform for Loco-Manipulation
by: Shi, Haochen, et al.
Published: (2025)
by: Shi, Haochen, et al.
Published: (2025)
A Framework for Deploying Learning-based Quadruped Loco-Manipulation
by: Liu, Yadong, et al.
Published: (2025)
by: Liu, Yadong, et al.
Published: (2025)
HiWET: Hierarchical World-Frame End-Effector Tracking for Long-Horizon Humanoid Loco-Manipulation
by: Cao, Zhanxiang, et al.
Published: (2026)
by: Cao, Zhanxiang, et al.
Published: (2026)
$Ψ_0$: An Open Foundation Model Towards Universal Humanoid Loco-Manipulation
by: Wei, Songlin, et al.
Published: (2026)
by: Wei, Songlin, et al.
Published: (2026)
A Real-World Quadrupedal Locomotion Benchmark for Offline Reinforcement Learning
by: Zhang, Hongyin, et al.
Published: (2023)
by: Zhang, Hongyin, et al.
Published: (2023)
World In Your Hands: A Large-Scale and Open-Source Ecosystem for Learning Human-Centric Manipulation in the Wild
by: Zheng, Yupeng, et al.
Published: (2025)
by: Zheng, Yupeng, et al.
Published: (2025)
AGILE: A Comprehensive Workflow for Humanoid Loco-Manipulation Learning
by: Zhao, Huihua, et al.
Published: (2026)
by: Zhao, Huihua, et al.
Published: (2026)
PIP-Loco: A Proprioceptive Infinite Horizon Planning Framework for Quadrupedal Robot Locomotion
by: Shirwatkar, Aditya, et al.
Published: (2024)
by: Shirwatkar, Aditya, et al.
Published: (2024)
Kinematics-Aware Multi-Policy Reinforcement Learning for Force-Capable Humanoid Loco-Manipulation
by: Xiao, Kaiyan, et al.
Published: (2025)
by: Xiao, Kaiyan, et al.
Published: (2025)
Learning Humanoid End-Effector Control for Open-Vocabulary Visual Loco-Manipulation
by: Dong, Runpei, et al.
Published: (2026)
by: Dong, Runpei, et al.
Published: (2026)
ActiveGlasses: Learning Manipulation with Active Vision from Ego-centric Human Demonstration
by: Zou, Yanwen, et al.
Published: (2026)
by: Zou, Yanwen, et al.
Published: (2026)
SLR: Learning Quadruped Locomotion without Privileged Information
by: Chen, Shiyi, et al.
Published: (2024)
by: Chen, Shiyi, et al.
Published: (2024)
ULC: A Unified and Fine-Grained Controller for Humanoid Loco-Manipulation
by: Sun, Wandong, et al.
Published: (2025)
by: Sun, Wandong, et al.
Published: (2025)
Sumo: Dynamic and Generalizable Whole-Body Loco-Manipulation
by: Zhang, John Z., et al.
Published: (2026)
by: Zhang, John Z., et al.
Published: (2026)
EgoMI: Learning Active Vision and Whole-Body Manipulation from Egocentric Human Demonstrations
by: Yu, Justin, et al.
Published: (2025)
by: Yu, Justin, et al.
Published: (2025)
HMC: Learning Heterogeneous Meta-Control for Contact-Rich Loco-Manipulation
by: Wei, Lai, et al.
Published: (2025)
by: Wei, Lai, et al.
Published: (2025)
Arm-Constrained Curriculum Learning for Loco-Manipulation of the Wheel-Legged Robot
by: Wang, Zifan, et al.
Published: (2024)
by: Wang, Zifan, et al.
Published: (2024)
HCLM: A Hierarchical Framework for Cooperative Loco-Manipulation with Dual Quadrupeds
by: Li, Qixuan, et al.
Published: (2026)
by: Li, Qixuan, et al.
Published: (2026)
Learning Highly Dynamic Behaviors for Quadrupedal Robots
by: Zhang, Chong, et al.
Published: (2024)
by: Zhang, Chong, et al.
Published: (2024)
RoboDuet: Learning a Cooperative Policy for Whole-body Legged Loco-Manipulation
by: Pan, Guoping, et al.
Published: (2024)
by: Pan, Guoping, et al.
Published: (2024)
Guided Reinforcement Learning for Robust Multi-Contact Loco-Manipulation
by: Sleiman, Jean-Pierre, et al.
Published: (2024)
by: Sleiman, Jean-Pierre, et al.
Published: (2024)
Similar Items
-
SEA-Nav: Efficient Policy Learning for Safe and Agile Quadruped Navigation in Cluttered Environments
by: Chen, Shiyi, et al.
Published: (2026) -
LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators
by: Lin, Changyi, et al.
Published: (2024) -
Learning Tactile-Aware Quadrupedal Loco-Manipulation Policies
by: Zhou, Pokuang, et al.
Published: (2026) -
Learning Visual Quadrupedal Loco-Manipulation from Demonstrations
by: He, Zhengmao, et al.
Published: (2024) -
Learning Multi-Agent Loco-Manipulation for Long-Horizon Quadrupedal Pushing
by: Feng, Yuming, et al.
Published: (2024)