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cs.RO updates on arXiv.org

Cross-Stage Sensorimotor Perception Scheduling and Sparse Map Encoding for Efficient Edge Embodied Navigation A Unified Control Architecture for Macro-Micro Manipulation using a Active Remote Center of Compliance for Manufacturing Applications Estimation of Ground Reaction Forces from Kinematic Data during Locomotion X-Loco: Towards Generalist Humanoid Locomotion Control via Synergetic Policy Distillation ParkourFormer: Integrating Predictive Supervision and Sequence Modeling into Parkour Locomotion Improving Robotic Generalist Policies via Flow Reversal Steering Causal Object-Centric Models for Planning with Monte Carlo Tree Search An integrated interpretable control effectiveness learning and nonlinear control allocation methodology for overactuated aircrafts Robustness without Wrinkles: Parallel Simulation and Robust MPC for Certified Deformable Manipulation Universal Manipulation Exoskeleton: Learning Compliant Whole-body Policies with Real-time Torque Feedback Selective Agentic Recovery for UAV Autonomy with a Persistent Mission Runtime When and How Severely: Scenario-Specific Safety Envelopes for Driving VLAs Robust Fall Recovery for Armless Bipedal-Wheeled Robots Via Force-Guided Learning Elastic Queries Reinforcement Learning: Self-Aware Policy Execution for VLA Models Hy-Embodied-0.5-VLA: From Vision-Language-Action Models to a Real-World Robot Learning Stack CADET: Physics-Grounded Causal Auditing and Training-Free Deconfounding of End-to-End Driving Planners TRACE: Trajectory-Routed Causal Memory for Delayed-Evidence Visuomotor Imitation Sensitivity Shaping for Latent Modeling Occupancy-Grounded Room Segmentation for Hierarchical 3D Scene Graphs Scalable Dynamic Tactile Sensing Enabled by Passive and Flexible Acoustic Waveguides FlowMo-WM: A World Model with Object Momentum and Hidden Ambient Drift Efficient Domain-Adaptive Policy Learning via Kernel Representation with Application to Quadrotor Control under Non-Stationary Disturbances Output-Level Regularization Eliminates the Seed Lottery in Single-GPU VLA Fine-Tuning ContactWorld: What Matters in Vision-Tactile World Models for Contact-Rich Manipulation AnyGoal: Vision-Language Guided Multi-Agent Exploration for Training-Free Lifelong Navigation Guided Diffusion with Distilled Vision-Language Reliability for Aerial Navigation Learning Dynamic Swing-Up of an Inverted Pendulum using Remote Magnetic Actuation An Attention-based Model for Robust Forecasting with Missing Modality SplatlessDF: Continuous Distance Field Mapping with Non-Splatting Gaussians From Attacks to Curricula: Learnability-Guided Adversarial Training for Safe Autonomous Driving ReactSim-Bench: Benchmarking Reactive Behavior World Model Simulation in Autonomous Driving Semidefinite Relaxations for Collision-Free Motion Planning Development of a 3 in Sewer Pipe Inspection Robot with an Articulated Differential Mechanism using X-shaped Linkages The N2D Haptic Glove: A Multi-Finger Glove for 2D Directional Force Feedback for Contact Rich Manipulation Self-Improving VLA Policies: Selected Diffusion Noise for Spurious-Robust Action Smoothing A Modular Dual-Arm Apple Harvesting Robot with Enhanced Field Performance GAIT: Legged Robot Proprioceptive State Estimation with Attention over Inertial-Leg Tokens Short-Horizon Position Accuracy of Single-Track Models: Implications for Motion Planning of Autonomous Vehicles Asymmetric Friction in Geometric Locomotion BIM-Loc: BIM-Integrated Discrepancy-Aware LiDAR-based Indoor Localization SyLink Hand: A Synergy-Inspired Linkage-Driven Anthropomorphic Hand for Human-Like Dexterity Optimality-Preserving Decomposition for Scalable QAOA in Natural-Language-Guided Multi-Drone Assignment ReactVLA: Fast and Lightweight Reactive Robot Manipulation via Improved Mean Flow Action Generation FloVerse: Floor Plan-Guided Multi-Modal Navigation ForestBack: Breadcrumb-Based Pedestrian Dead Reckoning for Infrastructure-Free Return Navigation Kine2Go: Kinematic dataset for the Unitree Go2 robot with diverse gaits and motions AERMANI-PLACE: Language Guided Object Placement with Aerial Manipulators Spatially Conditioned Diffusion Policy: Learning Precise and Robust Manipulation with a Single RGB Camera Provably Safe, Yet Scalable Reinforcement Learning ORCA: A Platform for Open-Source Dexterity Research What Robots Do Matters More Than What They Look Like: Task Context Shapes Trust in Educational HRI Impedance MPC with Disturbance Estimation for Dexterous Hand Control Safe Reinforcement Learning of Autonomous Highway Driving: A Unified Framework for Safety and Efficiency Whole-Body Impedance Model Predictive Control for Safe Physical Human--Robot Interaction on Floating-Base Platforms EgoGuide: Egocentric Guidance for Efficient Robot-Free Demonstration Collection and Learning EqCollide: Equivariant and Collision-Aware Deformable Objects Neural Simulator Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control Encoder Winners Do Not Reliably Transfer Across VLA Backbone Scale: A Frozen-Backbone Grafting Diagnostic WAM4D: Fast 4D World Action Model via Spatial Register Tokens RT-VLA: Real-Time Vision-Language-Action Models via Knowledge Distillation PhysVLA: Towards Physically-Grounded VLA for Embodied Robotic Manipulation Multi-Agent Embodied Autonomous Driving: From V2X Information Exchange to Shared World Models $μ_0$: A Scalable 3D Interaction-Trace World Model Bounding Boxes as Goals: Language-Conditioned Grasping via Neuro-Symbolic Planning EquiDexFlow: Contact-Grounded SE(3)-Equivariant Dexterous Grasp Generative Flows FAWAM: Force-Aware World Action Models for Closed-Loop Contact-Rich Manipulation Benchmarking Vision-Language-Action Models on SO-101: Failure and Recovery Analysis CoRe-MoE: Contrastive Reweighted Mixture of Experts for Multi-Terrain Humanoid Locomotion with Gait Adaptation Planning with the Views via Scene Self-Exploration Lifted Schrödinger Bridges for Gaussian Mixture Endpoints: Projection Gaps and Path-Space Obstructions Micro-Swarm Locomotion Optimization in Dynamic Flow using Multi-Objective Multi-Agent Reinforcement Learning OGPO: Sample Efficient Full-Finetuning of Generative Control Policies Low-Burden LLM-Based Preference Learning: Personalizing Assistive Robots from Natural Language Feedback for Users with Paralysis Digital Twin Driven Textile Classification and Foreign Object Recognition in Automated Sorting Systems Unsupervised Learning of Efficient Exploration: Pre-training Adaptive Policies via Self-Imposed Goals A Pragmatic VLA Foundation Model Schrödinger's Navigator: Imagining an Ensemble of Futures for Zero-Shot Object Navigation ADAPT: An Autonomous Forklift for Construction Site Operation
Traceable Virtual Sea Trials in the Marine Robotics Unity Simulator for Manoeuvring Assessment of Unmanned Surface Vehicles
[Submitted on 10 Jun 2026 (v1), last revised 11 Jun 2026 (this v · 2026-06-16 · via cs.RO updates on arXiv.org

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Abstract:Accurate identification of hydrodynamic derivatives is essential for precise control and autonomous navigation of Unmanned Surface Vehicles (USVs). However, acquiring high-fidelity manoeuvring data from physical sea trials is often constrained by cost, safety, and environmental disturbances. Standard manoeuvring trials, particularly Turning Circle (TC) and Zig-Zag (ZZ), remain fundamental to IMO and ITTC assessment procedures because they provide comparable performance metrics reflective of underlying hydrodynamic behaviour. This paper extends the open-source Marine Robotics Unity Simulator (MARUS) by introducing a standardised Virtual Sea Trial framework for automated execution and data generation of TC/ZZ manoeuvres. The framework provides traceable command-actuation logging, system-identification (SI)-focused data conditioning, and automated extraction of IMO/ITTC-aligned manoeuvring metrics. A key contribution is a dedicated TC/ZZ data acquisition and post-processing pipeline, improving the repeatability and auditability of simulator-based manoeuvres while producing SI-ready datasets for hydrodynamic-derivative identification and digital-twin workflows. The framework also provides explicit command-execution separation for differential-thrust steering, where manoeuvre inputs are recorded as ordered rudder-equivalent commands and realised actuation is logged as an execution-level proxy derived from applied thrust. Case study results demonstrate repeatable and IMO-compliant manoeuvre behaviour. For TC tests, the normalised advance differs by approximately 3.9% between port and starboard turns, while the tactical diameter differs by 4.6-4.7%. For ZZ tests, first and second overshoot excesses remain below 1 degree for both +/-10-degree and +/-20-degree manoeuvres, satisfying IMO criteria, while peak yaw rates range from approximately 4.1 to 5.8 degrees/second.

Submission history

From: Paria Rezayan [view email]
[v1] Wed, 10 Jun 2026 17:21:30 UTC (27,172 KB)
[v2] Thu, 11 Jun 2026 18:28:08 UTC (13,342 KB)