FlowMP: Learning Motion Fields for Robot Planning with Conditional Flow Matching
Fuente:
arXiv
Saved in:
| Main Authors: | Nguyen, Khang, Le, An T., Pham, Tien, Huber, Manfred, Peters, Jan, Vu, Minh Nhat |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
XFlowMP: Task-Conditioned Motion Fields for Generative Robot Planning with Schrodinger Bridges
by: Nguyen, Khang, et al.
Published: (2025)
by: Nguyen, Khang, et al.
Published: (2025)
DoublyAware: Dual Planning and Policy Awareness for Temporal Difference Learning in Humanoid Locomotion
by: Nguyen, Khang, et al.
Published: (2025)
by: Nguyen, Khang, et al.
Published: (2025)
TD-GRPC: Temporal Difference Learning with Group Relative Policy Constraint for Humanoid Locomotion
by: Nguyen, Khang, et al.
Published: (2025)
by: Nguyen, Khang, et al.
Published: (2025)
Model Tensor Planning
by: Le, An T., et al.
Published: (2025)
by: Le, An T., et al.
Published: (2025)
DeGuV: Depth-Guided Visual Reinforcement Learning for Generalization and Interpretability in Manipulation
by: Pham, Tien, et al.
Published: (2025)
by: Pham, Tien, et al.
Published: (2025)
Hierarchical Motion Planning and Offline Robust Model Predictive Control for Autonomous Vehicles
by: Nguyen, Hung Duy, et al.
Published: (2024)
by: Nguyen, Hung Duy, et al.
Published: (2024)
Volumetric Mapping with Panoptic Refinement via Kernel Density Estimation for Mobile Robots
by: Nguyen, Khang, et al.
Published: (2024)
by: Nguyen, Khang, et al.
Published: (2024)
ReFineVLA: Reasoning-Aware Teacher-Guided Transfer Fine-Tuning
by: Van Vo, Tuan, et al.
Published: (2025)
by: Van Vo, Tuan, et al.
Published: (2025)
Motion Planning Diffusion: Learning and Planning of Robot Motions with Diffusion Models
by: Carvalho, Joao, et al.
Published: (2023)
by: Carvalho, Joao, et al.
Published: (2023)
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments
by: Vu, Minh Nhat, et al.
Published: (2025)
by: Vu, Minh Nhat, et al.
Published: (2025)
Motion Planning Diffusion: Learning and Adapting Robot Motion Planning with Diffusion Models
by: Carvalho, J., et al.
Published: (2024)
by: Carvalho, J., et al.
Published: (2024)
Warm-Starting Optimization-Based Motion Planning for Robotic Manipulators via Point Cloud-Conditioned Flow Matching
by: Tian, Sibo, et al.
Published: (2025)
by: Tian, Sibo, et al.
Published: (2025)
Flow Motion Policy: Manipulator Motion Planning with Flow Matching Models
by: Soleymanzadeh, Davood, et al.
Published: (2026)
by: Soleymanzadeh, Davood, et al.
Published: (2026)
ReFineVLA: Multimodal Reasoning-Aware Generalist Robotic Policies via Teacher-Guided Fine-Tuning
by: Van Vo, Tuan, et al.
Published: (2026)
by: Van Vo, Tuan, et al.
Published: (2026)
SafeFlow: Safe Robot Motion Planning with Flow Matching via Control Barrier Functions
by: Dai, Xiaobing, et al.
Published: (2025)
by: Dai, Xiaobing, 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)
Improving Robotic Manipulation with Efficient Geometry-Aware Vision Encoder
by: Vuong, An Dinh, et al.
Published: (2025)
by: Vuong, An Dinh, et al.
Published: (2025)
Near Time-Optimal Hybrid Motion Planning for Timber Cranes
by: Ecker, Marc-Philip, et al.
Published: (2025)
by: Ecker, Marc-Philip, et al.
Published: (2025)
Online Trajectory Replanner for Dynamically Grasping Irregular Objects
by: Vu, Minh Nhat, et al.
Published: (2025)
by: Vu, Minh Nhat, et al.
Published: (2025)
Continuum Robot Modeling with Action Conditioned Flow Matching
by: Lin, Jiong, et al.
Published: (2026)
by: Lin, Jiong, et al.
Published: (2026)
Learning Robotic Manipulation Policies from Point Clouds with Conditional Flow Matching
by: Chisari, Eugenio, et al.
Published: (2024)
by: Chisari, Eugenio, et al.
Published: (2024)
Lightweight Language-driven Grasp Detection using Conditional Consistency Model
by: Nguyen, Nghia, et al.
Published: (2024)
by: Nguyen, Nghia, et al.
Published: (2024)
Generating Actionable Robot Knowledge Bases by Combining 3D Scene Graphs with Robot Ontologies
by: Nguyen, Giang, et al.
Published: (2025)
by: Nguyen, Giang, et al.
Published: (2025)
Adaptive Time Step Flow Matching for Autonomous Driving Motion Planning
by: Trivedi, Ananya, et al.
Published: (2026)
by: Trivedi, Ananya, et al.
Published: (2026)
Robotic-CLIP: Fine-tuning CLIP on Action Data for Robotic Applications
by: Nguyen, Nghia, et al.
Published: (2024)
by: Nguyen, Nghia, et al.
Published: (2024)
RoboDesign1M: A Large-scale Dataset for Robot Design Understanding
by: Le, Tri, et al.
Published: (2025)
by: Le, Tri, et al.
Published: (2025)
MP1: MeanFlow Tames Policy Learning in 1-step for Robotic Manipulation
by: Sheng, Juyi, et al.
Published: (2025)
by: Sheng, Juyi, et al.
Published: (2025)
Learning Swing-up Maneuvers for a Suspended Aerial Manipulation Platform in a Hierarchical Control Framework
by: Das, Hemjyoti, et al.
Published: (2025)
by: Das, Hemjyoti, et al.
Published: (2025)
Fast and Robust Visuomotor Riemannian Flow Matching Policy
by: Ding, Haoran, et al.
Published: (2024)
by: Ding, Haoran, et al.
Published: (2024)
MoReFlow: Motion Retargeting Learning through Unsupervised Flow Matching
by: Kim, Wontaek, et al.
Published: (2025)
by: Kim, Wontaek, et al.
Published: (2025)
ActionFlow: Equivariant, Accurate, and Efficient Policies with Spatially Symmetric Flow Matching
by: Funk, Niklas, et al.
Published: (2024)
by: Funk, Niklas, et al.
Published: (2024)
Grasp Synthesis Matching From Rigid To Soft Robot Grippers Using Conditional Flow Matching
by: Parulekar, Tanisha, et al.
Published: (2026)
by: Parulekar, Tanisha, et al.
Published: (2026)
Action Tokenizer Matters in In-Context Imitation Learning
by: Vuong, An Dinh, et al.
Published: (2025)
by: Vuong, An Dinh, et al.
Published: (2025)
Topological Motion Planning Diffusion: Generative Tangle-Free Path Planning for Tethered Robots in Obstacle-Rich Environments
by: Tian, Yifu, et al.
Published: (2026)
by: Tian, Yifu, et al.
Published: (2026)
Clutter-Robust Vision-Language-Action Models through Object-Centric and Geometry Grounding
by: Vo, Khoa, et al.
Published: (2025)
by: Vo, Khoa, et al.
Published: (2025)
KoopMotion: Learning Almost Divergence Free Koopman Flow Fields for Motion Planning
by: Li, Alice Kate, et al.
Published: (2025)
by: Li, Alice Kate, et al.
Published: (2025)
Efficient Collision Detection for Long and Slender Robotic Links in Euclidean Distance Fields: Application to a Forestry Crane
by: Ecker, Marc-Philip, et al.
Published: (2025)
by: Ecker, Marc-Philip, et al.
Published: (2025)
Action Flow Matching for Continual Robot Learning
by: Murillo-Gonzalez, Alejandro, et al.
Published: (2025)
by: Murillo-Gonzalez, Alejandro, 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)
Extremum Flow Matching for Offline Goal Conditioned Reinforcement Learning
by: Rouxel, Quentin, et al.
Published: (2025)
by: Rouxel, Quentin, et al.
Published: (2025)
Similar Items
-
XFlowMP: Task-Conditioned Motion Fields for Generative Robot Planning with Schrodinger Bridges
by: Nguyen, Khang, et al.
Published: (2025) -
DoublyAware: Dual Planning and Policy Awareness for Temporal Difference Learning in Humanoid Locomotion
by: Nguyen, Khang, et al.
Published: (2025) -
TD-GRPC: Temporal Difference Learning with Group Relative Policy Constraint for Humanoid Locomotion
by: Nguyen, Khang, et al.
Published: (2025) -
Model Tensor Planning
by: Le, An T., et al.
Published: (2025) -
DeGuV: Depth-Guided Visual Reinforcement Learning for Generalization and Interpretability in Manipulation
by: Pham, Tien, et al.
Published: (2025)