General-Purpose Robotic Navigation via LVLM-Orchestrated Perception, Reasoning, and Acting
Fuente:
arXiv
Saved in:
| Main Authors: | Lange, Bernard, Yildiz, Anil, Arief, Mansur, Khattak, Shehryar, Kochenderfer, Mykel, Georgakis, Georgios |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Visual Perception Engine: Fast and Flexible Multi-Head Inference for Robotic Vision Tasks
by: Łucki, Jakub, et al.
Published: (2025)
by: Łucki, Jakub, et al.
Published: (2025)
Pixel to Elevation: Learning to Predict Elevation Maps at Long Range using Images for Autonomous Offroad Navigation
by: Chung, Chanyoung, et al.
Published: (2024)
by: Chung, Chanyoung, et al.
Published: (2024)
LOPR: Latent Occupancy PRediction using Generative Models
by: Lange, Bernard, et al.
Published: (2022)
by: Lange, Bernard, et al.
Published: (2022)
Scene Informer: Anchor-based Occlusion Inference and Trajectory Prediction in Partially Observable Environments
by: Lange, Bernard, et al.
Published: (2023)
by: Lange, Bernard, et al.
Published: (2023)
Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving
by: Lange, Bernard, et al.
Published: (2024)
by: Lange, Bernard, et al.
Published: (2024)
RoadRunner M&M -- Learning Multi-range Multi-resolution Traversability Maps for Autonomous Off-road Navigation
by: Patel, Manthan, et al.
Published: (2024)
by: Patel, Manthan, et al.
Published: (2024)
Multi-Agent Dynamic Relational Reasoning for Social Robot Navigation
by: Li, Jiachen, et al.
Published: (2024)
by: Li, Jiachen, et al.
Published: (2024)
SCOUT: A Lightweight Framework for Scenario Coverage Assessment in Autonomous Driving
by: Yildiz, Anil, et al.
Published: (2025)
by: Yildiz, Anil, et al.
Published: (2025)
CompSLAM: Complementary Hierarchical Multi-Modal Localization and Mapping for Robot Autonomy in Underground Environments
by: Khattak, Shehryar, et al.
Published: (2025)
by: Khattak, Shehryar, et al.
Published: (2025)
Geometry-aided Vision-based Localization of Future Mars Helicopters in Challenging Illumination Conditions
by: Pisanti, Dario, et al.
Published: (2025)
by: Pisanti, Dario, et al.
Published: (2025)
Holistic Fusion: Task- and Setup-Agnostic Robot Localization and State Estimation with Factor Graphs
by: Nubert, Julian, et al.
Published: (2025)
by: Nubert, Julian, et al.
Published: (2025)
Importance Sampling-Guided Meta-Training for Intelligent Agents in Highly Interactive Environments
by: Arief, Mansur, et al.
Published: (2024)
by: Arief, Mansur, et al.
Published: (2024)
Pixels-to-Graph: Real-time Integration of Building Information Models and Scene Graphs for Semantic-Geometric Human-Robot Understanding
by: Longo, Antonello, et al.
Published: (2025)
by: Longo, Antonello, et al.
Published: (2025)
Predictive Uncertainty for Runtime Assurance of a Real-Time Computer Vision-Based Landing System
by: Valentin, Romeo, et al.
Published: (2025)
by: Valentin, Romeo, et al.
Published: (2025)
Mechanistic Interpretability for Learning Assurance of a Vision-Based Landing System
by: Valentin, Romeo, et al.
Published: (2026)
by: Valentin, Romeo, et al.
Published: (2026)
Probabilistic Parameter Estimators and Calibration Metrics for Pose Estimation from Image Features
by: Valentin, Romeo, et al.
Published: (2024)
by: Valentin, Romeo, et al.
Published: (2024)
WildOS: Open-Vocabulary Object Search in the Wild
by: Shah, Hardik, et al.
Published: (2026)
by: Shah, Hardik, et al.
Published: (2026)
RoadRunner -- Learning Traversability Estimation for Autonomous Off-road Driving
by: Frey, Jonas, et al.
Published: (2024)
by: Frey, Jonas, et al.
Published: (2024)
ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation
by: Xue, Wei, et al.
Published: (2026)
by: Xue, Wei, et al.
Published: (2026)
TartanGround: A Large-Scale Dataset for Ground Robot Perception and Navigation
by: Patel, Manthan, et al.
Published: (2025)
by: Patel, Manthan, et al.
Published: (2025)
Robust Visual Localization in Compute-Constrained Environments by Salient Edge Rendering and Weighted Hamming Similarity
by: Pham, Tu-Hoa, et al.
Published: (2025)
by: Pham, Tu-Hoa, et al.
Published: (2025)
Enhanced Importance Sampling through Latent Space Exploration in Normalizing Flows
by: Kruse, Liam A., et al.
Published: (2025)
by: Kruse, Liam A., et al.
Published: (2025)
Icy Moon Surface Simulation and Stereo Depth Estimation for Sampling Autonomy
by: Bhaskara, Ramchander, et al.
Published: (2024)
by: Bhaskara, Ramchander, et al.
Published: (2024)
Few-shot Semantic Learning for Robust Multi-Biome 3D Semantic Mapping in Off-Road Environments
by: Atha, Deegan, et al.
Published: (2024)
by: Atha, Deegan, et al.
Published: (2024)
Diffusion-Based Failure Sampling for Evaluating Safety-Critical Autonomous Systems
by: Delecki, Harrison, et al.
Published: (2024)
by: Delecki, Harrison, et al.
Published: (2024)
Toward General-Purpose Robots via Foundation Models: A Survey and Meta-Analysis
by: Hu, Yafei, et al.
Published: (2023)
by: Hu, Yafei, et al.
Published: (2023)
Deep Learning-Based Multi-Modal Fusion for Robust Robot Perception and Navigation
by: Lai, Delun, et al.
Published: (2025)
by: Lai, Delun, et al.
Published: (2025)
From Detection to Action Recognition: An Edge-Based Pipeline for Robot Human Perception
by: Toupas, Petros, et al.
Published: (2023)
by: Toupas, Petros, et al.
Published: (2023)
Diffusion-VLA: Generalizable and Interpretable Robot Foundation Model via Self-Generated Reasoning
by: Wen, Junjie, et al.
Published: (2024)
by: Wen, Junjie, et al.
Published: (2024)
Enhancing Glass Surface Reconstruction via Depth Prior for Robot Navigation
by: Zheng, Jiamin, et al.
Published: (2026)
by: Zheng, Jiamin, et al.
Published: (2026)
MARTIAN: A Rendering Framework for Aerial Mars Imagery from HiRISE Orbital Data
by: Pisanti, Dario, et al.
Published: (2026)
by: Pisanti, Dario, et al.
Published: (2026)
Stop Wandering: Efficient Vision-Language Navigation via Metacognitive Reasoning
by: Li, Xueying, et al.
Published: (2026)
by: Li, Xueying, et al.
Published: (2026)
StereoPolicy: Improving Robotic Manipulation Policies via Stereo Perception
by: Han, Evans, et al.
Published: (2026)
by: Han, Evans, et al.
Published: (2026)
Visual Semantic Navigation with Real Robots
by: Gutiérrez-Álvarez, Carlos, et al.
Published: (2023)
by: Gutiérrez-Álvarez, Carlos, et al.
Published: (2023)
Adaptive Illumination Control for Robot Perception
by: Turkar, Yash, et al.
Published: (2026)
by: Turkar, Yash, et al.
Published: (2026)
Aligning Knowledge Graph with Visual Perception for Object-goal Navigation
by: Xu, Nuo, et al.
Published: (2024)
by: Xu, Nuo, et al.
Published: (2024)
DOPE: Dual Object Perception-Enhancement Network for Vision-and-Language Navigation
by: Yu, Yinfeng, et al.
Published: (2025)
by: Yu, Yinfeng, et al.
Published: (2025)
FR-GESTURE: An RGBD Dataset For Gesture-based Human-Robot Interaction In First Responder Operations
by: Foteinos, Konstantinos, et al.
Published: (2026)
by: Foteinos, Konstantinos, et al.
Published: (2026)
The One RING: a Robotic Indoor Navigation Generalist
by: Eftekhar, Ainaz, et al.
Published: (2024)
by: Eftekhar, Ainaz, et al.
Published: (2024)
Balancing Performance and Efficiency in Zero-shot Robotic Navigation
by: Kuzmenko, Dmytro, et al.
Published: (2024)
by: Kuzmenko, Dmytro, et al.
Published: (2024)
Similar Items
-
Visual Perception Engine: Fast and Flexible Multi-Head Inference for Robotic Vision Tasks
by: Łucki, Jakub, et al.
Published: (2025) -
Pixel to Elevation: Learning to Predict Elevation Maps at Long Range using Images for Autonomous Offroad Navigation
by: Chung, Chanyoung, et al.
Published: (2024) -
LOPR: Latent Occupancy PRediction using Generative Models
by: Lange, Bernard, et al.
Published: (2022) -
Scene Informer: Anchor-based Occlusion Inference and Trajectory Prediction in Partially Observable Environments
by: Lange, Bernard, et al.
Published: (2023) -
Self-supervised Multi-future Occupancy Forecasting for Autonomous Driving
by: Lange, Bernard, et al.
Published: (2024)