PAPO-VLA: Planning-Aware Policy Optimization for Vision-Language-Action Models
Fuente:
arXiv
Saved in:
| Main Authors: | Guo, Peizheng, Wang, Jingyao, Zheng, Changwen, Qiang, Wenwen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs
by: Guo, Peizheng, et al.
Published: (2025)
by: Guo, Peizheng, et al.
Published: (2025)
Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning
by: Wang, Jingyao, et al.
Published: (2026)
by: Wang, Jingyao, et al.
Published: (2026)
RePO-VLA: Recovery-Driven Policy Optimization for Vision-Language-Action Models
by: Liufu, Weijia, et al.
Published: (2026)
by: Liufu, Weijia, et al.
Published: (2026)
GeoAware-VLA: Implicit Geometry Aware Vision-Language-Action Model
by: Abouzeid, Ali, et al.
Published: (2025)
by: Abouzeid, Ali, et al.
Published: (2025)
StereoVLA: Enhancing Vision-Language-Action Models with Stereo Vision
by: Deng, Shengliang, et al.
Published: (2025)
by: Deng, Shengliang, et al.
Published: (2025)
SwitchVLA: Execution-Aware Task Switching for Vision-Language-Action Models
by: Li, Meng, et al.
Published: (2025)
by: Li, Meng, et al.
Published: (2025)
PriorVLA: Prior-Preserving Adaptation for Vision-Language-Action Models
by: Guo, Xinyu, et al.
Published: (2026)
by: Guo, Xinyu, et al.
Published: (2026)
Exploring Transferability of Self-Supervised Learning by Task Conflict Calibration
by: Guo, Huijie, et al.
Published: (2025)
by: Guo, Huijie, et al.
Published: (2025)
GesVLA: Gesture-Aware Vision-Language-Action Model Embedded Representations
by: Guo, Wenxuan, et al.
Published: (2026)
by: Guo, Wenxuan, et al.
Published: (2026)
StyleVLA: Driving Style-Aware Vision Language Action Model for Autonomous Driving
by: Gao, Yuan, et al.
Published: (2026)
by: Gao, Yuan, et al.
Published: (2026)
SA-VLA: Spatially-Aware Flow-Matching for Vision-Language-Action Reinforcement Learning
by: Pan, Xu, et al.
Published: (2026)
by: Pan, Xu, et al.
Published: (2026)
LoopVLA: Learning Sufficiency in Recurrent Refinement for Vision-Language-Action Models
by: Shen, Boyang, et al.
Published: (2026)
by: Shen, Boyang, et al.
Published: (2026)
RobustVLA: Robustness-Aware Reinforcement Post-Training for Vision-Language-Action Models
by: Zhang, Hongyin, et al.
Published: (2025)
by: Zhang, Hongyin, et al.
Published: (2025)
ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models
by: Zhong, Linqing, et al.
Published: (2026)
by: Zhong, Linqing, et al.
Published: (2026)
Rethinking Multi-Modal Learning from Gradient Uncertainty
by: Guo, Peizheng, et al.
Published: (2025)
by: Guo, Peizheng, et al.
Published: (2025)
ST4VLA: Spatially Guided Training for Vision-Language-Action Models
by: Ye, Jinhui, et al.
Published: (2026)
by: Ye, Jinhui, et al.
Published: (2026)
FineVLA: Fine-Grained Instruction Alignment for Steerable Vision-Language-Action Policies
by: Hu, Xintong, et al.
Published: (2026)
by: Hu, Xintong, et al.
Published: (2026)
DyQ-VLA: Temporal-Dynamic-Aware Quantization for Embodied Vision-Language-Action Models
by: Zheng, Zihao, et al.
Published: (2026)
by: Zheng, Zihao, et al.
Published: (2026)
STARE-VLA: Progressive Stage-Aware Reinforcement for Fine-Tuning Vision-Language-Action Models
by: Xu, Feng, et al.
Published: (2025)
by: Xu, Feng, et al.
Published: (2025)
RationalVLA: A Rational Vision-Language-Action Model with Dual System
by: Song, Wenxuan, et al.
Published: (2025)
by: Song, Wenxuan, et al.
Published: (2025)
VLA-R1: Enhancing Reasoning in Vision-Language-Action Models
by: Ye, Angen, et al.
Published: (2025)
by: Ye, Angen, et al.
Published: (2025)
GeneralVLA: Generalizable Vision-Language-Action Models with Knowledge-Guided Trajectory Planning
by: Ma, Guoqing, et al.
Published: (2026)
by: Ma, Guoqing, et al.
Published: (2026)
AC^2-VLA: Action-Context-Aware Adaptive Computation in Vision-Language-Action Models for Efficient Robotic Manipulation
by: Yu, Wenda, et al.
Published: (2026)
by: Yu, Wenda, et al.
Published: (2026)
RynnVLA-002: A Unified Vision-Language-Action and World Model
by: Cen, Jun, et al.
Published: (2025)
by: Cen, Jun, et al.
Published: (2025)
KineVLA: Towards Kinematics-Aware Vision-Language-Action Models with Bi-Level Action Decomposition
by: Han, Gaoge, et al.
Published: (2026)
by: Han, Gaoge, et al.
Published: (2026)
NS-VLA: Towards Neuro-Symbolic Vision-Language-Action Models
by: Zhu, Ziyue, et al.
Published: (2026)
by: Zhu, Ziyue, et al.
Published: (2026)
VP-VLA: Visual Prompting as an Interface for Vision-Language-Action Models
by: Wang, Zixuan, et al.
Published: (2026)
by: Wang, Zixuan, et al.
Published: (2026)
EdgeVLA: Efficient Vision-Language-Action Models
by: Budzianowski, Paweł, et al.
Published: (2025)
by: Budzianowski, Paweł, et al.
Published: (2025)
DropVLA: An Action-Level Backdoor Attack on Vision-Language-Action Models
by: Xu, Zonghuan, et al.
Published: (2025)
by: Xu, Zonghuan, et al.
Published: (2025)
Latent Reasoning VLA: Latent Thinking and Prediction for Vision-Language-Action Models
by: Bai, Shuanghao, et al.
Published: (2026)
by: Bai, Shuanghao, et al.
Published: (2026)
TacVLA: Contact-Aware Tactile Fusion for Robust Vision-Language-Action Manipulation
by: Zhang, Kaidi, et al.
Published: (2026)
by: Zhang, Kaidi, et al.
Published: (2026)
RoboNurse-VLA: Robotic Scrub Nurse System based on Vision-Language-Action Model
by: Li, Shunlei, et al.
Published: (2024)
by: Li, Shunlei, et al.
Published: (2024)
VLA-Adapter: An Effective Paradigm for Tiny-Scale Vision-Language-Action Model
by: Wang, Yihao, et al.
Published: (2025)
by: Wang, Yihao, et al.
Published: (2025)
ElegantVLA: Learning When to Think for Efficient Vision-Language-Action Models
by: Li, Ye, et al.
Published: (2026)
by: Li, Ye, et al.
Published: (2026)
IRL-VLA: Training an Vision-Language-Action Policy via Reward World Model
by: Jiang, Anqing, et al.
Published: (2025)
by: Jiang, Anqing, et al.
Published: (2025)
HiMoE-VLA: Hierarchical Mixture-of-Experts for Generalist Vision-Language-Action Policies
by: Du, Zhiying, et al.
Published: (2025)
by: Du, Zhiying, et al.
Published: (2025)
GeoVLA: Empowering 3D Representations in Vision-Language-Action Models
by: Sun, Lin, et al.
Published: (2025)
by: Sun, Lin, et al.
Published: (2025)
CEED-VLA: Consistency Vision-Language-Action Model with Early-Exit Decoding
by: Song, Wenxuan, et al.
Published: (2025)
by: Song, Wenxuan, et al.
Published: (2025)
FocusVLA: Focused Visual Utilization for Vision-Language-Action Models
by: Zhang, Yichi, et al.
Published: (2026)
by: Zhang, Yichi, et al.
Published: (2026)
RedVLA: Physical Red Teaming for Vision-Language-Action Models
by: Zhang, Yuhao, et al.
Published: (2026)
by: Zhang, Yuhao, et al.
Published: (2026)
Similar Items
-
COPO: Causal-Oriented Policy Optimization for Hallucinations of MLLMs
by: Guo, Peizheng, et al.
Published: (2025) -
Towards Generalizable Reasoning: Group Causal Counterfactual Policy Optimization for LLM Reasoning
by: Wang, Jingyao, et al.
Published: (2026) -
RePO-VLA: Recovery-Driven Policy Optimization for Vision-Language-Action Models
by: Liufu, Weijia, et al.
Published: (2026) -
GeoAware-VLA: Implicit Geometry Aware Vision-Language-Action Model
by: Abouzeid, Ali, et al.
Published: (2025) -
StereoVLA: Enhancing Vision-Language-Action Models with Stereo Vision
by: Deng, Shengliang, et al.
Published: (2025)