Flow with the Force Field: Learning 3D Compliant Flow Matching Policies from Force and Demonstration-Guided Simulation Data
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Tianyu, Li, Yihan, Zhang, Zizhe, Figueroa, Nadia |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Viability-Preserving Passive Torque Control
by: Zhang, Zizhe, et al.
Published: (2025)
by: Zhang, Zizhe, et al.
Published: (2025)
VLMgineer: Vision Language Models as Robotic Toolsmiths
by: Gao, George Jiayuan, et al.
Published: (2025)
by: Gao, George Jiayuan, et al.
Published: (2025)
Learning Gentle Grasping from Human-Free Force Control Demonstration
by: Li, Mingxuan, et al.
Published: (2024)
by: Li, Mingxuan, et al.
Published: (2024)
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning
by: Lin, Li-Heng, et al.
Published: (2024)
by: Lin, Li-Heng, et al.
Published: (2024)
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
by: Zhang, Tonghe, et al.
Published: (2025)
by: Zhang, Tonghe, et al.
Published: (2025)
Real-Time Generative Policy via Langevin-Guided Flow Matching for Autonomous Driving
by: Zhu, Tianze, et al.
Published: (2026)
by: Zhu, Tianze, et al.
Published: (2026)
Flow Matching Policy Gradients
by: McAllister, David, et al.
Published: (2025)
by: McAllister, David, et al.
Published: (2025)
Riemannian Flow Matching Policy for Robot Motion Learning
by: Braun, Max, et al.
Published: (2024)
by: Braun, Max, et al.
Published: (2024)
Fast and Robust Visuomotor Riemannian Flow Matching Policy
by: Ding, Haoran, et al.
Published: (2024)
by: Ding, Haoran, et al.
Published: (2024)
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning
by: Alles, Marvin, et al.
Published: (2025)
by: Alles, Marvin, et al.
Published: (2025)
Reinforcement Fine-Tuning of Flow-Matching Policies for Vision-Language-Action Models
by: Lyu, Mingyang, et al.
Published: (2025)
by: Lyu, Mingyang, et al.
Published: (2025)
PolicyFlow: Policy Optimization with Continuous Normalizing Flow in Reinforcement Learning
by: Yang, Shunpeng, et al.
Published: (2026)
by: Yang, Shunpeng, et al.
Published: (2026)
WarmPrior: Straightening Flow-Matching Policies with Temporal Priors
by: Kang, Sinjae, et al.
Published: (2026)
by: Kang, Sinjae, et al.
Published: (2026)
Temporal Logic Imitation: Learning Plan-Satisficing Motion Policies from Demonstrations
by: Wang, Yanwei, et al.
Published: (2022)
by: Wang, Yanwei, et al.
Published: (2022)
AugInsert: Learning Robust Visual-Force Policies via Data Augmentation for Object Assembly Tasks
by: Diaz, Ryan, et al.
Published: (2024)
by: Diaz, Ryan, et al.
Published: (2024)
Use the Force, Bot! -- Force-Aware ProDMP with Event-Based Replanning
by: Lödige, Paul Werner, et al.
Published: (2024)
by: Lödige, Paul Werner, et al.
Published: (2024)
VFP: Variational Flow-Matching Policy for Multi-Modal Robot Manipulation
by: Zhai, Xuanran, et al.
Published: (2025)
by: Zhai, Xuanran, et al.
Published: (2025)
FocalPolicy: Frequency-Optimized Chunking and Locally Anchored Flow Matching for Coherent Visuomotor Policy
by: He, Qian, et al.
Published: (2026)
by: He, Qian, et al.
Published: (2026)
Flow-Enabled Generalization to Human Demonstrations in Few-Shot Imitation Learning
by: Tang, Runze, et al.
Published: (2026)
by: Tang, Runze, et al.
Published: (2026)
Quantile-Coupled Flow Matching for Distributional Reinforcement Learning
by: Groom, Michael, et al.
Published: (2026)
by: Groom, Michael, et al.
Published: (2026)
Learning to Detect Slip through Tactile Estimation of the Contact Force Field and its Entropy
by: Hu, Xiaohai, et al.
Published: (2023)
by: Hu, Xiaohai, et al.
Published: (2023)
Multimodal and Force-Matched Imitation Learning with a See-Through Visuotactile Sensor
by: Ablett, Trevor, et al.
Published: (2023)
by: Ablett, Trevor, et al.
Published: (2023)
SAC Flow: Sample-Efficient Reinforcement Learning of Flow-Based Policies via Velocity-Reparameterized Sequential Modeling
by: Zhang, Yixian, et al.
Published: (2025)
by: Zhang, Yixian, et al.
Published: (2025)
Learning Pivoting Manipulation with Force and Vision Feedback Using Optimization-based Demonstrations
by: Shirai, Yuki, et al.
Published: (2025)
by: Shirai, Yuki, et al.
Published: (2025)
SeFA-Policy: Fast and Accurate Visuomotor Policy Learning with Selective Flow Alignment
by: Xue, Rong, et al.
Published: (2025)
by: Xue, Rong, et al.
Published: (2025)
Robotic Paper Wrapping by Learning Force Control
by: Hanai, Hiroki, et al.
Published: (2025)
by: Hanai, Hiroki, et al.
Published: (2025)
Learning-based Cooperative Robotic Paper Wrapping: A Unified Control Policy with Residual Force Control
by: Ali, Rewida, et al.
Published: (2025)
by: Ali, Rewida, et al.
Published: (2025)
ForceFlow: Learning to Feel and Act via Contact-Driven Flow Matching
by: Zhang, Shuoheng, et al.
Published: (2026)
by: Zhang, Shuoheng, et al.
Published: (2026)
Multimodal Diffusion Forcing for Forceful Manipulation
by: Huang, Zixuan, et al.
Published: (2025)
by: Huang, Zixuan, et al.
Published: (2025)
Simulated Data Generation Through Algorithmic Force Coefficient Estimation for AI-Based Robotic Projectile Launch Modeling
by: Shah, Sajiv, et al.
Published: (2021)
by: Shah, Sajiv, et al.
Published: (2021)
Composite Gaussian Processes Flows for Learning Discontinuous Multimodal Policies
by: Wang, Shu-yuan, et al.
Published: (2025)
by: Wang, Shu-yuan, et al.
Published: (2025)
Flow-Opt: Scalable Centralized Multi-Robot Trajectory Optimization with Flow Matching and Differentiable Optimization
by: Idoko, Simon, et al.
Published: (2025)
by: Idoko, Simon, et al.
Published: (2025)
FlowCorrect: Efficient Interactive Correction of Generative Flow Policies for Robotic Manipulation
by: Welte, Edgar, et al.
Published: (2026)
by: Welte, Edgar, et al.
Published: (2026)
Dynamic Objects Relocalization in Changing Environments with Flow Matching
by: Argenziano, Francesco, et al.
Published: (2025)
by: Argenziano, Francesco, et al.
Published: (2025)
Flow Matching Ergodic Coverage
by: Sun, Max Muchen, et al.
Published: (2025)
by: Sun, Max Muchen, et al.
Published: (2025)
UniConFlow: A Unified Constrained Flow-Matching Framework for Certified Motion Planning
by: Yang, Zewen, et al.
Published: (2025)
by: Yang, Zewen, et al.
Published: (2025)
FACTR: Force-Attending Curriculum Training for Contact-Rich Policy Learning
by: Liu, Jason Jingzhou, et al.
Published: (2025)
by: Liu, Jason Jingzhou, et al.
Published: (2025)
Flow-Based Single-Step Completion for Efficient and Expressive Policy Learning
by: Koirala, Prajwal, et al.
Published: (2025)
by: Koirala, Prajwal, et al.
Published: (2025)
Multi-agent Coordination via Flow Matching
by: Lee, Dongsu, et al.
Published: (2025)
by: Lee, Dongsu, et al.
Published: (2025)
Field Assessment of Force Torque Sensors for Planetary Rover Navigation
by: Gerdes, Levin, et al.
Published: (2024)
by: Gerdes, Levin, et al.
Published: (2024)
Similar Items
-
Viability-Preserving Passive Torque Control
by: Zhang, Zizhe, et al.
Published: (2025) -
VLMgineer: Vision Language Models as Robotic Toolsmiths
by: Gao, George Jiayuan, et al.
Published: (2025) -
Learning Gentle Grasping from Human-Free Force Control Demonstration
by: Li, Mingxuan, et al.
Published: (2024) -
FlowRetrieval: Flow-Guided Data Retrieval for Few-Shot Imitation Learning
by: Lin, Li-Heng, et al.
Published: (2024) -
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning
by: Zhang, Tonghe, et al.
Published: (2025)