Unified Generation-Refinement Planning: Bridging Guided Flow Matching and Sampling-Based MPC for Social Navigation
Fuente:
arXiv
Saved in:
| Main Authors: | Mizuta, Kazuki, Leung, Karen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoBL-Diffusion: Diffusion-Based Conditional Robot Planning in Dynamic Environments Using Control Barrier and Lyapunov Functions
by: Mizuta, Kazuki, et al.
Published: (2024)
by: Mizuta, Kazuki, et al.
Published: (2024)
Safe Probabilistic Planning for Human-Robot Interaction using Conformal Risk Control
by: Gonzales, Jake, et al.
Published: (2026)
by: Gonzales, Jake, et al.
Published: (2026)
STLCG++: A Masking Approach for Differentiable Signal Temporal Logic Specification
by: Kapoor, Parv, et al.
Published: (2025)
by: Kapoor, Parv, et al.
Published: (2025)
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
by: Yang, Kai, et al.
Published: (2025)
by: Yang, Kai, et al.
Published: (2025)
Data-Driven Sampling Based Stochastic MPC for Skid-Steer Mobile Robot Navigation
by: Trivedi, Ananya, et al.
Published: (2024)
by: Trivedi, Ananya, et al.
Published: (2024)
Embedded Hierarchical MPC for Autonomous Navigation
by: Benders, Dennis, et al.
Published: (2024)
by: Benders, Dennis, et al.
Published: (2024)
Legible and Proactive Robot Planning for Prosocial Human-Robot Interactions
by: Geldenbott, Jasper, et al.
Published: (2024)
by: Geldenbott, Jasper, et al.
Published: (2024)
FlowNav: Combining Flow Matching and Depth Priors for Efficient Navigation
by: Gode, Samiran, et al.
Published: (2024)
by: Gode, Samiran, et al.
Published: (2024)
OA-MPC: Occlusion-Aware MPC for Guaranteed Safe Robot Navigation with Unseen Dynamic Obstacles
by: Firoozi, Roya, et al.
Published: (2022)
by: Firoozi, Roya, et al.
Published: (2022)
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)
SafeFlowMPC: Predictive and Safe Trajectory Planning for Robot Manipulators with Learning-based Policies
by: Oelerich, Thies, et al.
Published: (2026)
by: Oelerich, Thies, et al.
Published: (2026)
CBF-Based STL Motion Planning for Social Navigation in Crowded Environment
by: Ruo, Andrea, et al.
Published: (2024)
by: Ruo, Andrea, et al.
Published: (2024)
Generative Models From and For Sampling-Based MPC: A Bootstrapped Approach For Adaptive Contact-Rich Manipulation
by: Brudermüller, Lara, et al.
Published: (2025)
by: Brudermüller, Lara, et al.
Published: (2025)
An ACO-MPC Framework for Energy-Efficient and Collision-Free Path Planning in Autonomous Maritime Navigation
by: Liu, Yaoze, et al.
Published: (2025)
by: Liu, Yaoze, et al.
Published: (2025)
Force-Compliance MPC and Robot-User CBFs for Interactive Navigation and User-Robot Safety in Hexapod Guide Robots
by: Fan, Zehua, et al.
Published: (2025)
by: Fan, Zehua, et al.
Published: (2025)
Rectified Schrödinger Bridge Matching for Few-Step Visual Navigation
by: Luan, Wuyang, et al.
Published: (2026)
by: Luan, Wuyang, et al.
Published: (2026)
Unified Path and Gait Planning for Safe Bipedal Robot Navigation
by: Peng, Chengyang, et al.
Published: (2024)
by: Peng, Chengyang, et al.
Published: (2024)
Offline Deep Model Predictive Control (MPC) for Visual Navigation
by: Bouzid, Taha, et al.
Published: (2024)
by: Bouzid, Taha, et al.
Published: (2024)
Multi-directional Safe Rectangle Corridor-Based MPC for Nonholonomic Robots Navigation in Cluttered Environment
by: Qu, Yinsong, et al.
Published: (2025)
by: Qu, Yinsong, et al.
Published: (2025)
DreamFlow: Local Navigation Beyond Observation via Conditional Flow Matching in the Latent Space
by: Park, Jiwon, et al.
Published: (2026)
by: Park, Jiwon, et al.
Published: (2026)
FlowMP: Learning Motion Fields for Robot Planning with Conditional Flow Matching
by: Nguyen, Khang, et al.
Published: (2025)
by: Nguyen, Khang, et al.
Published: (2025)
Learning to Plan, Planning to Learn: Adaptive Hierarchical RL-MPC for Sample-Efficient Decision Making
by: Hori, Toshiaki, et al.
Published: (2025)
by: Hori, Toshiaki, et al.
Published: (2025)
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models
by: Zhang, Wanpeng, et al.
Published: (2025)
by: Zhang, Wanpeng, et al.
Published: (2025)
CBF-Based Motion Planning for Socially Responsible Robot Navigation Guaranteeing STL Specification
by: Ruo, Andrea, et al.
Published: (2024)
by: Ruo, Andrea, et al.
Published: (2024)
Dual-MPC Footstep Planning for Robust Quadruped Locomotion
by: Ham, Byeong-Il, et al.
Published: (2025)
by: Ham, Byeong-Il, et al.
Published: (2025)
Long-Horizon Geometry-Aware Navigation among Polytopes via MILP-MPC and Minkowski-Based CBFs
by: Chen, Yi-Hsuan, et al.
Published: (2026)
by: Chen, Yi-Hsuan, et al.
Published: (2026)
Flow Matching-Based Autonomous Driving Planning with Advanced Interactive Behavior Modeling
by: Tan, Tianyi, et al.
Published: (2025)
by: Tan, Tianyi, et al.
Published: (2025)
Hierarchical Learning-Enhanced MPC for Safe Crowd Navigation with Heterogeneous Constraints
by: Liu, Huajian, et al.
Published: (2025)
by: Liu, Huajian, 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)
FloorPlan-VLN: A New Paradigm for Floor Plan Guided Vision-Language Navigation
by: Chen, Kehan, et al.
Published: (2026)
by: Chen, Kehan, et al.
Published: (2026)
DR-MPC: Deep Residual Model Predictive Control for Real-world Social Navigation
by: Han, James R., et al.
Published: (2024)
by: Han, James R., et al.
Published: (2024)
Bridging Deep Reinforcement Learning and Motion Planning for Model-Free Navigation in Cluttered Environments
by: Luo, Licheng, et al.
Published: (2025)
by: Luo, Licheng, et al.
Published: (2025)
Floor Plan-Guided Visual Navigation Incorporating Depth and Directional Cues
by: Huang, Weiqi, et al.
Published: (2025)
by: Huang, Weiqi, 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)
CoVO-MPC: Theoretical Analysis of Sampling-based MPC and Optimal Covariance Design
by: Yi, Zeji, et al.
Published: (2024)
by: Yi, Zeji, et al.
Published: (2024)
See, Plan, Cut: MPC-Based Autonomous Volumetric Robotic Laser Surgery with OCT Guidance
by: Prakash, Ravi, et al.
Published: (2025)
by: Prakash, Ravi, et al.
Published: (2025)
VLM-MPC: Vision Language Foundation Model (VLM)-Guided Model Predictive Controller (MPC) for Autonomous Driving
by: Long, Keke, et al.
Published: (2024)
by: Long, Keke, et al.
Published: (2024)
MonoMPC: Monocular Vision Based Navigation with Learned Collision Model and Risk-Aware Model Predictive Control
by: Sharma, Basant, et al.
Published: (2025)
by: Sharma, Basant, et al.
Published: (2025)
HARMONI: Haptic-Guided Assistance for Unified Robotic Tele-Manipulation and Tele-Navigation
by: Sripada, V., et al.
Published: (2025)
by: Sripada, V., et al.
Published: (2025)
PegasusFlow: Parallel Rolling-Denoising Score Sampling for Robot Diffusion Planner Flow Matching
by: Ye, Lei, et al.
Published: (2025)
by: Ye, Lei, et al.
Published: (2025)
Similar Items
-
CoBL-Diffusion: Diffusion-Based Conditional Robot Planning in Dynamic Environments Using Control Barrier and Lyapunov Functions
by: Mizuta, Kazuki, et al.
Published: (2024) -
Safe Probabilistic Planning for Human-Robot Interaction using Conformal Risk Control
by: Gonzales, Jake, et al.
Published: (2026) -
STLCG++: A Masking Approach for Differentiable Signal Temporal Logic Specification
by: Kapoor, Parv, et al.
Published: (2025) -
CE-Nav: Flow-Guided Reinforcement Refinement for Cross-Embodiment Local Navigation
by: Yang, Kai, et al.
Published: (2025) -
Data-Driven Sampling Based Stochastic MPC for Skid-Steer Mobile Robot Navigation
by: Trivedi, Ananya, et al.
Published: (2024)