Vec-QMDP: Vectorized POMDP Planning on CPUs for Real-Time Autonomous Driving
Fuente:
arXiv
Saved in:
| Main Authors: | Jin, Xuanjin, Dong, Yanxin, Sun, Bin, Xu, Huan, Hao, Zhihui, Lang, XianPeng, Cai, Panpan |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments
by: Jin, Xuanjin, et al.
Published: (2024)
by: Jin, Xuanjin, et al.
Published: (2024)
WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving
by: Yang, Pengxuan, et al.
Published: (2025)
by: Yang, Pengxuan, et al.
Published: (2025)
Vectorized Online POMDP Planning
by: Hoerger, Marcus, et al.
Published: (2025)
by: Hoerger, Marcus, et al.
Published: (2025)
Learning Online Belief Prediction for Efficient POMDP Planning in Autonomous Driving
by: Huang, Zhiyu, et al.
Published: (2024)
by: Huang, Zhiyu, et al.
Published: (2024)
Uni-World VLA: Interleaved World Modeling and Planning for Autonomous Driving
by: Liu, Qiqi, et al.
Published: (2026)
by: Liu, Qiqi, et al.
Published: (2026)
Tru-POMDP: Task Planning Under Uncertainty via Tree of Hypotheses and Open-Ended POMDPs
by: Tang, Wenjing, et al.
Published: (2025)
by: Tang, Wenjing, et al.
Published: (2025)
Finite-Time Analysis of MCTS in Continuous POMDP Planning
by: Kong, Da, et al.
Published: (2026)
by: Kong, Da, et al.
Published: (2026)
EvoPSF: Online Evolution of Autonomous Driving Models via Planning-State Feedback
by: Jin, Jiayue, et al.
Published: (2025)
by: Jin, Jiayue, et al.
Published: (2025)
Towards Safe Autonomous Driving: A Real-Time Safeguarding Concept for Motion Planning Algorithms
by: Moller, Korbinian, et al.
Published: (2025)
by: Moller, Korbinian, et al.
Published: (2025)
Towards Safe Autonomous Driving: A Real-Time Motion Planning Algorithm on Embedded Hardware
by: Moller, Korbinian, et al.
Published: (2026)
by: Moller, Korbinian, et al.
Published: (2026)
VADv2: End-to-End Vectorized Autonomous Driving via Probabilistic Planning
by: Jiang, Bo, et al.
Published: (2024)
by: Jiang, Bo, et al.
Published: (2024)
Rao-Blackwellized POMDP Planning
by: Lee, Jiho, et al.
Published: (2024)
by: Lee, Jiho, et al.
Published: (2024)
POMDP-Based Trajectory Planning for On-Ramp Highway Merging
by: Kollarčík, Adam, et al.
Published: (2024)
by: Kollarčík, Adam, et al.
Published: (2024)
Towards a Safe Real-Time Motion Planning Framework for Autonomous Driving Systems: An MPPI Approach
by: Testouri, Mehdi, et al.
Published: (2023)
by: Testouri, Mehdi, et al.
Published: (2023)
Parameter Adjustments in POMDP-Based Trajectory Planning for Unsignalized Intersections
by: Hanzálek, Adam Kollarčík adn Zdeněk
Published: (2024)
by: Hanzálek, Adam Kollarčík adn Zdeněk
Published: (2024)
UniDomain: Pretraining a Unified PDDL Domain from Real-World Demonstrations for Generalizable Robot Task Planning
by: Ye, Haoming, et al.
Published: (2025)
by: Ye, Haoming, et al.
Published: (2025)
LLM-Driven Scenario-Aware Planning for Autonomous Driving
by: Li, He, et al.
Published: (2026)
by: Li, He, et al.
Published: (2026)
Adaptive Time Step Flow Matching for Autonomous Driving Motion Planning
by: Trivedi, Ananya, et al.
Published: (2026)
by: Trivedi, Ananya, et al.
Published: (2026)
Model Identification Adaptive Control with $ρ$-POMDP Planning
by: Ho, Michelle, et al.
Published: (2025)
by: Ho, Michelle, et al.
Published: (2025)
Online POMDP Planning with Anytime Deterministic Optimality Guarantees
by: Barenboim, Moran, et al.
Published: (2023)
by: Barenboim, Moran, et al.
Published: (2023)
Simplified POMDP Planning with an Alternative Observation Space and Formal Performance Guarantees
by: Kong, Da, et al.
Published: (2024)
by: Kong, Da, et al.
Published: (2024)
Occlusion-Aware Contingency Safety-Critical Planning for Autonomous Driving
by: Zheng, Lei, et al.
Published: (2025)
by: Zheng, Lei, et al.
Published: (2025)
UniPlan: Vision-Language Task Planning for Mobile Manipulation with Unified PDDL Formulation
by: Ye, Haoming, et al.
Published: (2026)
by: Ye, Haoming, et al.
Published: (2026)
GaussianAD: Gaussian-Centric End-to-End Autonomous Driving
by: Zheng, Wenzhao, et al.
Published: (2024)
by: Zheng, Wenzhao, et al.
Published: (2024)
End-To-End Planning of Autonomous Driving in Industry and Academia: 2022-2023
by: Lan, Gongjin, et al.
Published: (2023)
by: Lan, Gongjin, et al.
Published: (2023)
From CAD to POMDP: Probabilistic Planning for Robotic Disassembly of End-of-Life Products
by: Baumgärtner, Jan, et al.
Published: (2025)
by: Baumgärtner, Jan, et al.
Published: (2025)
Modified RRT* for Path Planning in Autonomous Driving
by: T, Sugirtha, et al.
Published: (2024)
by: T, Sugirtha, et al.
Published: (2024)
Anytime Incremental $ρ$POMDP Planning in Continuous Spaces
by: Benchetrit, Ron, et al.
Published: (2025)
by: Benchetrit, Ron, et al.
Published: (2025)
Safe POMDP Online Planning among Dynamic Agents via Adaptive Conformal Prediction
by: Sheng, Shili, et al.
Published: (2024)
by: Sheng, Shili, et al.
Published: (2024)
Towards Intention Recognition for Robotic Assistants Through Online POMDP Planning
by: Saborio, Juan Carlos, et al.
Published: (2024)
by: Saborio, Juan Carlos, et al.
Published: (2024)
Online Temporal Fusion for Vectorized Map Construction in Mapless Autonomous Driving
by: Chen, Jiagang, et al.
Published: (2024)
by: Chen, Jiagang, et al.
Published: (2024)
Vectorizing Projection in Manifold-Constrained Motion Planning for Real-Time Whole-Body Control
by: Iyer, Shrutheesh R, et al.
Published: (2026)
by: Iyer, Shrutheesh R, et al.
Published: (2026)
Neural Randomized Planning for Whole Body Robot Motion
by: Lu, Yunfan, et al.
Published: (2024)
by: Lu, Yunfan, et al.
Published: (2024)
DriveAnchor: Progressive Anchor-based Flow Learning for Autonomous Driving Planning
by: Yan, Limin, et al.
Published: (2026)
by: Yan, Limin, et al.
Published: (2026)
PlanScope: Learning to Plan Within Decision Scope for Urban Autonomous Driving
by: Xin, Ren, et al.
Published: (2024)
by: Xin, Ren, et al.
Published: (2024)
When to Localize? A POMDP Approach
by: Williams, Troi, et al.
Published: (2024)
by: Williams, Troi, et al.
Published: (2024)
Simplifying Complex Observation Models in Continuous POMDP Planning with Probabilistic Guarantees and Practice
by: Lev-Yehudi, Idan, et al.
Published: (2023)
by: Lev-Yehudi, Idan, et al.
Published: (2023)
ProDrive: Proactive Planning for Autonomous Driving via Ego-Environment Co-Evolution
by: Fu, Chuyao, et al.
Published: (2026)
by: Fu, Chuyao, et al.
Published: (2026)
DiffVLA: Vision-Language Guided Diffusion Planning for Autonomous Driving
by: Jiang, Anqing, et al.
Published: (2025)
by: Jiang, Anqing, et al.
Published: (2025)
FocalAD: Local Motion Planning for End-to-End Autonomous Driving
by: Sun, Bin, et al.
Published: (2025)
by: Sun, Bin, et al.
Published: (2025)
Similar Items
-
Hi-Drive: Hierarchical POMDP Planning for Safe Autonomous Driving in Diverse Urban Environments
by: Jin, Xuanjin, et al.
Published: (2024) -
WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving
by: Yang, Pengxuan, et al.
Published: (2025) -
Vectorized Online POMDP Planning
by: Hoerger, Marcus, et al.
Published: (2025) -
Learning Online Belief Prediction for Efficient POMDP Planning in Autonomous Driving
by: Huang, Zhiyu, et al.
Published: (2024) -
Uni-World VLA: Interleaved World Modeling and Planning for Autonomous Driving
by: Liu, Qiqi, et al.
Published: (2026)