Trust, Geometry, and Rules: A Credibility-Aware Reinforcement Learning Framework for Safe USV Navigation under Uncertainty
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Yuhang, Chai, Shuqi, Zhang, Yukang, Yang, Liusha, Zhang, Mingchuan, Wang, Wei, Shi, Qingjiang, Ge, Quanbo |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Cascaded TD3-PID Hybrid Controller for Quadrotor Trajectory Tracking in Wind Disturbance Environments
by: Zhang, Yukang, et al.
Published: (2026)
by: Zhang, Yukang, et al.
Published: (2026)
Perturbation-mitigated USV Navigation with Distributionally Robust Reinforcement Learning
by: Zhang, Zhaofan, et al.
Published: (2025)
by: Zhang, Zhaofan, et al.
Published: (2025)
Learning from Demonstration with Failure Awareness for Safe Robot Navigation
by: Wang, Xianghui, et al.
Published: (2026)
by: Wang, Xianghui, et al.
Published: (2026)
Distributed Control Barrier Functions for Safe Multi-Vehicle Navigation in Heterogeneous USV Fleets
by: Paine, Tyler, et al.
Published: (2026)
by: Paine, Tyler, et al.
Published: (2026)
USV-AUV Collaboration Framework for Underwater Tasks under Extreme Sea Conditions
by: Xu, Jingzehua, et al.
Published: (2024)
by: Xu, Jingzehua, et al.
Published: (2024)
Tether-Aware Dynamic Collision Avoidance for USV-HROV Systems
by: Gu, Yang, et al.
Published: (2026)
by: Gu, Yang, et al.
Published: (2026)
A Koopman Operator-based NMPC Framework for Mobile Robot Navigation under Uncertainty
by: Zhang, Xiaobin, et al.
Published: (2025)
by: Zhang, Xiaobin, et al.
Published: (2025)
Stochastic COLREGs Evaluation for Safe Navigation under Uncertainty
by: Hansen, Peter Nicholas, et al.
Published: (2024)
by: Hansen, Peter Nicholas, et al.
Published: (2024)
Agile and Safe Trajectory Planning for Quadruped Navigation with Motion Anisotropy Awareness
by: Zhang, Wentao, et al.
Published: (2024)
by: Zhang, Wentao, et al.
Published: (2024)
Neural Nonlinear Shrinkage of Covariance Matrices for Minimum Variance Portfolio Optimization
by: Yang, Liusha, et al.
Published: (2026)
by: Yang, Liusha, et al.
Published: (2026)
SafeDiver: Cooperative AUV-USV Assisted Diver Communication via Multi-agent Reinforcement Learning Approach
by: Deng, Tinglong, et al.
Published: (2025)
by: Deng, Tinglong, et al.
Published: (2025)
Disentangling Uncertainty for Safe Social Navigation using Deep Reinforcement Learning
by: Flögel, Daniel, et al.
Published: (2024)
by: Flögel, Daniel, et al.
Published: (2024)
ARBoids: Adaptive Residual Reinforcement Learning With Boids Model for Cooperative Multi-USV Target Defense
by: Tao, Jiyue, et al.
Published: (2025)
by: Tao, Jiyue, et al.
Published: (2025)
SURE: Safe Uncertainty-Aware Robot-Environment Interaction using Trajectory Optimization
by: Zhang, Zhuocheng, et al.
Published: (2026)
by: Zhang, Zhuocheng, et al.
Published: (2026)
TrustNavGPT: Modeling Uncertainty to Improve Trustworthiness of Audio-Guided LLM-Based Robot Navigation
by: Sun, Xingpeng, et al.
Published: (2024)
by: Sun, Xingpeng, et al.
Published: (2024)
Parallel Self-assembly for a Multi-USV System on Water Surface with Obstacles
by: Zhang, Lianxin, et al.
Published: (2023)
by: Zhang, Lianxin, et al.
Published: (2023)
Safe Navigation under State Uncertainty: Online Adaptation for Robust Control Barrier Functions
by: Das, Ersin, et al.
Published: (2025)
by: Das, Ersin, et al.
Published: (2025)
SafeMind: A Risk-Aware Differentiable Control Framework for Adaptive and Safe Quadruped Locomotion
by: Zhang, Zukun, et al.
Published: (2026)
by: Zhang, Zukun, et al.
Published: (2026)
Capability-Aware Heterogeneous Control Barrier Functions for Decentralized Multi-Robot Safe Navigation
by: Kim, Joonkyung, et al.
Published: (2026)
by: Kim, Joonkyung, et al.
Published: (2026)
FSUNav: A Cerebrum-Cerebellum Architecture for Fast, Safe, and Universal Zero-Shot Goal-Oriented Navigation
by: Tan, Mingao, et al.
Published: (2026)
by: Tan, Mingao, et al.
Published: (2026)
Design and Experimental Validation of an Autonomous USV for Sensor Fusion-Based Navigation in GNSS-Denied Environments
by: Cohen-Salmon, Samuel, et al.
Published: (2025)
by: Cohen-Salmon, Samuel, et al.
Published: (2025)
MarineFormer: A Spatio-Temporal Attention Model for USV Navigation in Dynamic Marine Environments
by: Kazemi, Ehsan, et al.
Published: (2024)
by: Kazemi, Ehsan, et al.
Published: (2024)
Traversing Narrow Paths: A Two-Stage Reinforcement Learning Framework for Robust and Safe Humanoid Walking
by: Huang, TianChen, et al.
Published: (2025)
by: Huang, TianChen, et al.
Published: (2025)
NavG: Risk-Aware Navigation in Crowded Environments Based on Reinforcement Learning with Guidance Points
by: Zhang, Qianyi, et al.
Published: (2025)
by: Zhang, Qianyi, et al.
Published: (2025)
Integrating Predictive Motion Uncertainties with Distributionally Robust Risk-Aware Control for Safe Robot Navigation in Crowds
by: Ryu, Kanghyun, et al.
Published: (2024)
by: Ryu, Kanghyun, et al.
Published: (2024)
Competency-Aware Planning for Probabilistically Safe Navigation Under Perception Uncertainty
by: Pohland, Sara, et al.
Published: (2024)
by: Pohland, Sara, et al.
Published: (2024)
Dimension-variable Mapless Navigation with Deep Reinforcement Learning
by: Zhang, Wei, et al.
Published: (2020)
by: Zhang, Wei, et al.
Published: (2020)
Beyond Uncertainty: Risk-Aware Active View Acquisition for Safe Robot Navigation and 3D Scene Understanding with FisherRF
by: Liu, Guangyi, et al.
Published: (2024)
by: Liu, Guangyi, et al.
Published: (2024)
Safe Navigation in Unknown and Cluttered Environments via Direction-Aware Convex Free-Region Generation
by: Song, Zhicheng, et al.
Published: (2026)
by: Song, Zhicheng, et al.
Published: (2026)
Safe Uncertainty-Aware Learning of Robotic Suturing
by: Empleo, Wilbert Peter, et al.
Published: (2025)
by: Empleo, Wilbert Peter, et al.
Published: (2025)
Safe Multi-Agent Navigation guided by Goal-Conditioned Safe Reinforcement Learning
by: Feng, Meng, et al.
Published: (2025)
by: Feng, Meng, et al.
Published: (2025)
Safe Multi-Agent Reinforcement Learning for Behavior-Based Cooperative Navigation
by: Dawood, Murad, et al.
Published: (2023)
by: Dawood, Murad, et al.
Published: (2023)
SEA-Nav: Efficient Policy Learning for Safe and Agile Quadruped Navigation in Cluttered Environments
by: Chen, Shiyi, et al.
Published: (2026)
by: Chen, Shiyi, et al.
Published: (2026)
USV Obstacles Detection and Tracking in Marine Environments
by: AlaaEldin, Yara, et al.
Published: (2025)
by: AlaaEldin, Yara, et al.
Published: (2025)
Revisiting Safe Exploration in Safe Reinforcement learning
by: Eckel, David, et al.
Published: (2024)
by: Eckel, David, et al.
Published: (2024)
SafeMove-RL: A Certifiable Reinforcement Learning Framework for Dynamic Motion Constraints in Trajectory Planning
by: Liu, Tengfei, et al.
Published: (2025)
by: Liu, Tengfei, et al.
Published: (2025)
Swimming Under Constraints: A Safe Reinforcement Learning Framework for Quadrupedal Bio-Inspired Propulsion
by: Cui, Xinyu, et al.
Published: (2026)
by: Cui, Xinyu, et al.
Published: (2026)
Hierarchical Reinforcement Learning for Safe Mapless Navigation with Congestion Estimation
by: Gao, Jianqi, et al.
Published: (2025)
by: Gao, Jianqi, et al.
Published: (2025)
Unveiling Uncertainty-Aware Autonomous Cooperative Learning Based Planning Strategy
by: Zhang, Shiyao, et al.
Published: (2025)
by: Zhang, Shiyao, et al.
Published: (2025)
Handling Long-Term Safety and Uncertainty in Safe Reinforcement Learning
by: Günster, Jonas, et al.
Published: (2024)
by: Günster, Jonas, et al.
Published: (2024)
Similar Items
-
Cascaded TD3-PID Hybrid Controller for Quadrotor Trajectory Tracking in Wind Disturbance Environments
by: Zhang, Yukang, et al.
Published: (2026) -
Perturbation-mitigated USV Navigation with Distributionally Robust Reinforcement Learning
by: Zhang, Zhaofan, et al.
Published: (2025) -
Learning from Demonstration with Failure Awareness for Safe Robot Navigation
by: Wang, Xianghui, et al.
Published: (2026) -
Distributed Control Barrier Functions for Safe Multi-Vehicle Navigation in Heterogeneous USV Fleets
by: Paine, Tyler, et al.
Published: (2026) -
USV-AUV Collaboration Framework for Underwater Tasks under Extreme Sea Conditions
by: Xu, Jingzehua, et al.
Published: (2024)