A Modular Residual Learning Framework to Enhance Model-Based Approach for Robust Locomotion
Fuente:
arXiv
Saved in:
| Main Authors: | Kim, Min-Gyu, Kang, Dongyun, Kim, Hajun, Park, Hae-Won |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Online Friction Coefficient Identification for Legged Robots on Slippery Terrain Using Smoothed Contact Gradients
by: Kim, Hajun, et al.
Published: (2025)
by: Kim, Hajun, et al.
Published: (2025)
Dynamic Policy Learning for Legged Robot with Simplified Model Pretraining and Model Homotopy Transfer
by: Kang, Dongyun, et al.
Published: (2025)
by: Kang, Dongyun, et al.
Published: (2025)
Learning Impact-Rich Rotational Maneuvers via Centroidal Velocity Rewards and Sim-to-Real Techniques: A One-Leg Hopper Flip Case Study
by: Kang, Dongyun, et al.
Published: (2025)
by: Kang, Dongyun, et al.
Published: (2025)
Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition
by: Kim, Sangmin, et al.
Published: (2025)
by: Kim, Sangmin, et al.
Published: (2025)
Design of a 3-DOF Hopping Robot with an Optimized Gearbox: An Intermediate Platform Toward Bipedal Robots
by: Choe, JongHun, et al.
Published: (2025)
by: Choe, JongHun, et al.
Published: (2025)
A Learning Framework for Diverse Legged Robot Locomotion Using Barrier-Based Style Rewards
by: Kim, Gijeong, et al.
Published: (2024)
by: Kim, Gijeong, et al.
Published: (2024)
Contact-Implicit Model Predictive Control: Controlling Diverse Quadruped Motions Without Pre-Planned Contact Modes or Trajectories
by: Kim, Gijeong, et al.
Published: (2023)
by: Kim, Gijeong, et al.
Published: (2023)
Actuator-Constrained Reinforcement Learning for High-Speed Quadrupedal Locomotion
by: Shin, Young-Ha, et al.
Published: (2023)
by: Shin, Young-Ha, et al.
Published: (2023)
Imitating and Finetuning Model Predictive Control for Robust and Symmetric Quadrupedal Locomotion
by: Youm, Donghoon, et al.
Published: (2023)
by: Youm, Donghoon, et al.
Published: (2023)
Reinforcement Learning-based Robust Wall Climbing Locomotion Controller in Ferromagnetic Environment
by: Um, Yong, et al.
Published: (2025)
by: Um, Yong, et al.
Published: (2025)
DynaFlow: Dynamics-embedded Flow Matching for Physically Consistent Motion Generation from State-only Demonstrations
by: Lee, Sowoo, et al.
Published: (2025)
by: Lee, Sowoo, et al.
Published: (2025)
Multi-Sensor Fusion for Quadruped Robot State Estimation using Invariant Filtering and Smoothing
by: Nisticò, Ylenia, et al.
Published: (2025)
by: Nisticò, Ylenia, et al.
Published: (2025)
EL-AGHF: Extended Lagrangian Affine Geometric Heat Flow
by: Kim, Sangmin, et al.
Published: (2025)
by: Kim, Sangmin, et al.
Published: (2025)
PPF: Pre-training and Preservative Fine-tuning of Humanoid Locomotion via Model-Assumption-based Regularization
by: Jung, Hyunyoung, et al.
Published: (2025)
by: Jung, Hyunyoung, et al.
Published: (2025)
Dual-MPC Footstep Planning for Robust Quadruped Locomotion
by: Ham, Byeong-Il, et al.
Published: (2025)
by: Ham, Byeong-Il, et al.
Published: (2025)
Thruster-Enhanced Locomotion: A Decoupled Model Predictive Control with Learned Contact Residuals
by: Wang, Chenghao, et al.
Published: (2025)
by: Wang, Chenghao, et al.
Published: (2025)
Proprioceptive External Torque Learning for Floating Base Robot and its Applications to Humanoid Locomotion
by: Lim, Daegyu, et al.
Published: (2023)
by: Lim, Daegyu, et al.
Published: (2023)
Transformable Modular Robots: A CPG-Based Approach to Independent and Collective Locomotion
by: Ding, Jiayu, et al.
Published: (2025)
by: Ding, Jiayu, et al.
Published: (2025)
Sampling Strategies for Robust Universal Quadrupedal Locomotion Policies
by: Rytz, David, et al.
Published: (2025)
by: Rytz, David, et al.
Published: (2025)
Learning Quadrupedal Locomotion for a Heavy Hydraulic Robot Using an Actuator Model
by: Lee, Minho, et al.
Published: (2026)
by: Lee, Minho, et al.
Published: (2026)
PHUMA: Physically-Grounded Humanoid Locomotion Dataset
by: Lee, Kyungmin, et al.
Published: (2025)
by: Lee, Kyungmin, et al.
Published: (2025)
Real-time Whole-body Model Predictive Control for Bipedal Locomotion with a Novel Kino-dynamic Model and Warm-start Method
by: Kim, Junhyung, et al.
Published: (2025)
by: Kim, Junhyung, et al.
Published: (2025)
Learning Quadrupedal Locomotion with Impaired Joints Using Random Joint Masking
by: Kim, Mincheol, et al.
Published: (2024)
by: Kim, Mincheol, et al.
Published: (2024)
Integrating Model-Based Footstep Planning with Model-Free Reinforcement Learning for Dynamic Legged Locomotion
by: Lee, Ho Jae, et al.
Published: (2024)
by: Lee, Ho Jae, et al.
Published: (2024)
Learning Vision-Based Bipedal Locomotion for Challenging Terrain
by: Duan, Helei, et al.
Published: (2023)
by: Duan, Helei, et al.
Published: (2023)
Integrating Flow Theory and Adaptive Robot Roles: A Conceptual Model of Dynamic Robot Role Adaptation for the Enhanced Flow Experience in Long-term Multi-person Human-Robot Interactions
by: Chen, Huili, et al.
Published: (2024)
by: Chen, Huili, et al.
Published: (2024)
A Reachability Tree-Based Algorithm for Robot Task and Motion Planning
by: Kim, Kanghyun, et al.
Published: (2023)
by: Kim, Kanghyun, et al.
Published: (2023)
Data-Driven Predictive Control for Robust Exoskeleton Locomotion
by: Li, Kejun, et al.
Published: (2024)
by: Li, Kejun, et al.
Published: (2024)
G2S-ICP SLAM: Geometry-aware Gaussian Splatting ICP SLAM
by: Pak, Gyuhyeon, et al.
Published: (2025)
by: Pak, Gyuhyeon, et al.
Published: (2025)
A study on a Real-Time VR-Based Teleoperation Framework for Manipulator in Dynamic Environment
by: Choi, InGyu, et al.
Published: (2026)
by: Choi, InGyu, et al.
Published: (2026)
Efficiently Learning Robust Torque-based Locomotion Through Reinforcement with Model-Based Supervision
by: Yan, Yashuai, et al.
Published: (2026)
by: Yan, Yashuai, et al.
Published: (2026)
Learning Quadruped Locomotion Using Differentiable Simulation
by: Song, Yunlong, et al.
Published: (2024)
by: Song, Yunlong, et al.
Published: (2024)
Learning to Balance Motor Thermal Safety and Quadrupedal Locomotion Performance with Residual Policy
by: Wan, Yuhang, et al.
Published: (2026)
by: Wan, Yuhang, et al.
Published: (2026)
Spectral Normalization for Lipschitz-Constrained Policies on Learning Humanoid Locomotion
by: Shin, Jaeyong, et al.
Published: (2025)
by: Shin, Jaeyong, et al.
Published: (2025)
RuN: Residual Policy for Natural Humanoid Locomotion
by: Li, Qingpeng, et al.
Published: (2025)
by: Li, Qingpeng, et al.
Published: (2025)
A Model Predictive Capture Point Control Framework for Robust Humanoid Balancing via Ankle, Hip, and Stepping Strategies
by: Kim, Myeong-Ju, et al.
Published: (2023)
by: Kim, Myeong-Ju, et al.
Published: (2023)
Learning Generic and Dynamic Locomotion of Humanoids Across Discrete Terrains
by: Yu, Shangqun, et al.
Published: (2024)
by: Yu, Shangqun, et al.
Published: (2024)
Motion Design for Grasp-Based Dynamic Locomotion in Microgravity
by: Moon, Chaerim, et al.
Published: (2026)
by: Moon, Chaerim, et al.
Published: (2026)
Hybrid Data-Driven Predictive Control for Robust and Reactive Exoskeleton Locomotion Synthesis
by: Li, Kejun, et al.
Published: (2025)
by: Li, Kejun, et al.
Published: (2025)
A Modern System Recipe for Situated Embodied Human-Robot Conversation with Real-Time Multimodal LLMs and Tool-Calling
by: Lee, Dong Won, et al.
Published: (2026)
by: Lee, Dong Won, et al.
Published: (2026)
Similar Items
-
Online Friction Coefficient Identification for Legged Robots on Slippery Terrain Using Smoothed Contact Gradients
by: Kim, Hajun, et al.
Published: (2025) -
Dynamic Policy Learning for Legged Robot with Simplified Model Pretraining and Model Homotopy Transfer
by: Kang, Dongyun, et al.
Published: (2025) -
Learning Impact-Rich Rotational Maneuvers via Centroidal Velocity Rewards and Sim-to-Real Techniques: A One-Leg Hopper Flip Case Study
by: Kang, Dongyun, et al.
Published: (2025) -
Dynamically-Consistent Trajectory Optimization for Legged Robots via Contact Point Decomposition
by: Kim, Sangmin, et al.
Published: (2025) -
Design of a 3-DOF Hopping Robot with an Optimized Gearbox: An Intermediate Platform Toward Bipedal Robots
by: Choe, JongHun, et al.
Published: (2025)