EasyUUV: An LLM-Enhanced Universal and Lightweight Sim-to-Real Reinforcement Learning Framework for UUV Attitude Control
Fuente:
arXiv
Saved in:
| Main Authors: | Xie, Guanwen, Xu, Jingzehua, Tang, Jiwei, Huang, Yubo, Wang, Zixi, Zhang, Shuai, Ma, Dongfang, Qu, Juntian, Li, Xiaofan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Underwater Embodied Intelligence for Autonomous Robots: A Constraint-Coupled Perspective on Planning, Control, and Deployment
by: Xu, Jingzehua, et al.
Published: (2026)
by: Xu, Jingzehua, et al.
Published: (2026)
Ocean Diviner: A Diffusion-Augmented Reinforcement Learning Framework for AUV Robust Control in Underwater Tasks
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
Underwater target 6D State Estimation via UUV Attitude Enhance Observability
by: Liu, Fen, et al.
Published: (2025)
by: Liu, Fen, et al.
Published: (2025)
Never Too Rigid to Reach: Adaptive Virtual Model Control with LLM- and Lyapunov-Based Reinforcement Learning
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
Water temperature XBT profiles from cruise UUV_1991
by: Golubev, Valery A, et al.
Published: (2006)
by: Golubev, Valery A, et al.
Published: (2006)
Water temperature XBT profiles from cruise UUV_1992
by: Golubev, Valery A, et al.
Published: (2006)
by: Golubev, Valery A, et al.
Published: (2006)
When Semantics Connect the Swarm: LLM-Driven Fuzzy Control for Cooperative Multi-Robot Underwater Coverage
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
Make Your AUV Adaptive: An Environment-Aware Reinforcement Learning Framework For Underwater Tasks
by: Ding, Yimian, et al.
Published: (2025)
by: Ding, Yimian, et al.
Published: (2025)
Never too Prim to Swim: An LLM-Enhanced RL-based Adaptive S-Surface Controller for AUVs under Extreme Sea Conditions
by: Xie, Guanwen, et al.
Published: (2025)
by: Xie, Guanwen, et al.
Published: (2025)
An Asynchronous Two-Speed Kalman Filter for Real-Time UUV Cooperative Navigation Under Acoustic Delays
by: Li, Shuyue, et al.
Published: (2026)
by: Li, Shuyue, et al.
Published: (2026)
Language Models as Efficient Reward Function Searchers for Custom-Environment Multi-Objective Reinforcement
by: Xie, Guanwen, et al.
Published: (2024)
by: Xie, Guanwen, et al.
Published: (2024)
Recovering the 3D UUV Position using UAV Imagery in Shallow-Water Environments
by: Đuraš, Antun, et al.
Published: (2024)
by: Đuraš, Antun, et al.
Published: (2024)
Design and Implementation of a Peer-to-Peer Communication, Modular and Decentral YellowCube UUV
by: Xu, Zhizun, et al.
Published: (2025)
by: Xu, Zhizun, et al.
Published: (2025)
Communication Outage-Resistant UUV State Estimation: A Variational History Distillation Approach
by: Li, Shuyue, et al.
Published: (2026)
by: Li, Shuyue, et al.
Published: (2026)
Enhancing Information Freshness: An AoI Optimized Markov Decision Process
by: Xu, Jingzehua, et al.
Published: (2024)
by: Xu, Jingzehua, et al.
Published: (2024)
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)
When Motion Learns to Listen: Diffusion-Prior Lyapunov Actor-Critic Framework with LLM Guidance for Stable and Robust AUV Control in Underwater Tasks
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
Current Effect-eliminated Optimal Target Assignment and Motion Planning for a Multi-UUV System
by: Zhu, Danjie, et al.
Published: (2024)
by: Zhu, Danjie, et al.
Published: (2024)
Never too Cocky to Cooperate: An FIM and RL-based USV-AUV Collaborative System for Underwater Tasks in Extreme Sea Conditions
by: Xu, Jingzehua, et al.
Published: (2025)
by: Xu, Jingzehua, et al.
Published: (2025)
ERFSL: An Efficient Reward Function Searcher via Language Models for Custom-Environment Multi-Objective Optimization (Student Abstract)
by: Xie, Guanwen, et al.
Published: (2026)
by: Xie, Guanwen, et al.
Published: (2026)
Multi-Objective-Optimization Assisted Data Collection Framework for IoUT Based on Offline Reinforcement
by: Ding, Yimian, et al.
Published: (2024)
by: Ding, Yimian, et al.
Published: (2024)
Is FISHER All You Need in The Multi-AUV Underwater Target Tracking Task?
by: Xie, Guanwen, et al.
Published: (2024)
by: Xie, Guanwen, et al.
Published: (2024)
LHQ-SVC: Lightweight and High Quality Singing Voice Conversion Modeling
by: Huang, Yubo, et al.
Published: (2024)
by: Huang, Yubo, et al.
Published: (2024)
AoI-MDP: An AoI Optimized Markov Decision Process (Student Abstract)
by: Ding, Yimian, et al.
Published: (2026)
by: Ding, Yimian, et al.
Published: (2026)
Self-Training with Dynamic Weighting for Robust Gradual Domain Adaptation
by: Wang, Zixi, et al.
Published: (2025)
by: Wang, Zixi, et al.
Published: (2025)
CausalVE: Face Video Privacy Encryption via Causal Video Prediction
by: Huang, Yubo, et al.
Published: (2024)
by: Huang, Yubo, et al.
Published: (2024)
EFILN: The Electric Field Inversion-Localization Network for High-Precision Underwater Positioning
by: Ding, Yimian, et al.
Published: (2024)
by: Ding, Yimian, et al.
Published: (2024)
Sim2Radar: Toward Bridging the Radar Sim-to-Real Gap with VLM-Guided Scene Reconstruction
by: Bejerano, Emily, et al.
Published: (2026)
by: Bejerano, Emily, et al.
Published: (2026)
GDO:Gradual Domain Osmosis
by: Wang, Zixi, et al.
Published: (2025)
by: Wang, Zixi, et al.
Published: (2025)
Suplementary Mass Analysis-ThesisJuntianWu-University of Groningen
by: Wu, Juntian
Published: (2025)
by: Wu, Juntian
Published: (2025)
Imitating from auxiliary imperfect demonstrations via Adversarial Density Weighted Regression
by: Zhang, Ziqi, et al.
Published: (2024)
by: Zhang, Ziqi, et al.
Published: (2024)
Discrete Event Simulation: It's Easy with SimPy!
by: Zinoviev, Dmitry
Published: (2024)
by: Zinoviev, Dmitry
Published: (2024)
Sim2Real-AD: A Modular Sim-to-Real Framework for Deploying VLM-Guided Reinforcement Learning in Real-World Autonomous Driving
by: Huang, Zilin, et al.
Published: (2026)
by: Huang, Zilin, et al.
Published: (2026)
Closed-Loop Sim-to-Real Reinforcement Learning for Deformable Microfiber Shape Control
by: Amici, Alessandro, et al.
Published: (2026)
by: Amici, Alessandro, et al.
Published: (2026)
Real2Sim in HOI: Toward Physically Plausible HOI Reconstruction from Monocular Videos
by: Zhao, Yubo, et al.
Published: (2026)
by: Zhao, Yubo, et al.
Published: (2026)
Transition in the ancestral reproduction rate and its implications for the site frequency spectrum
by: Shuai, Yubo
Published: (2024)
by: Shuai, Yubo
Published: (2024)
CycleRL: Sim-to-Real Deep Reinforcement Learning for Robust Autonomous Bicycle Control
by: Liu, Gelu, et al.
Published: (2026)
by: Liu, Gelu, et al.
Published: (2026)
Sim-to-Real Transfer in Reinforcement Learning for Maneuver Control of a Variable-Pitch MAV
by: Wang, Zhikun, et al.
Published: (2025)
by: Wang, Zhikun, et al.
Published: (2025)
PolySim: Bridging the Sim-to-Real Gap for Humanoid Control via Multi-Simulator Dynamics Randomization
by: Lei, Zixing, et al.
Published: (2025)
by: Lei, Zixing, et al.
Published: (2025)
Sim2Real Reinforcement Learning for Soccer skills
by: Spraggett, Jonathan
Published: (2025)
by: Spraggett, Jonathan
Published: (2025)
Similar Items
-
Underwater Embodied Intelligence for Autonomous Robots: A Constraint-Coupled Perspective on Planning, Control, and Deployment
by: Xu, Jingzehua, et al.
Published: (2026) -
Ocean Diviner: A Diffusion-Augmented Reinforcement Learning Framework for AUV Robust Control in Underwater Tasks
by: Xu, Jingzehua, et al.
Published: (2025) -
Underwater target 6D State Estimation via UUV Attitude Enhance Observability
by: Liu, Fen, et al.
Published: (2025) -
Never Too Rigid to Reach: Adaptive Virtual Model Control with LLM- and Lyapunov-Based Reinforcement Learning
by: Xu, Jingzehua, et al.
Published: (2025) -
Water temperature XBT profiles from cruise UUV_1991
by: Golubev, Valery A, et al.
Published: (2006)