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VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments
v1v2v3v4v5 (latest)

VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments

IEEE Robotics and Automation Letters (RA-L), 2024
5 August 2024
Daeun Song
Jing Liang
Xuesu Xiao
Dinesh Manocha
ArXiv (abs)PDFHTMLGithub

Papers citing "VL-TGS: Trajectory Generation and Selection using Vision Language Models in Mapless Outdoor Environments"

41 / 41 papers shown
DR. Nav: Semantic-Geometric Representations for Proactive Dead-End Recovery and Navigation
DR. Nav: Semantic-Geometric Representations for Proactive Dead-End Recovery and Navigation
Vignesh Rajagopal
Kasun Weerakoon Kulathun Mudiyanselage
Gershom Seneviratne
Pon Aswin Sankaralingam
Mohamed Bashir Elnoor
Jing Liang
Rohan Chandra
Dinesh Manocha
212
0
0
16 Nov 2025
Navigating the Wild: Pareto-Optimal Visual Decision-Making in Image Space
Navigating the Wild: Pareto-Optimal Visual Decision-Making in Image Space
Durgakant Pushp
Weizhe (Wesley) Chen
Zheng Chen
Chaomin Luo
Jason M. Gregory
Lantao Liu
129
1
0
11 Nov 2025
Conformalized Non-uniform Sampling Strategies for Accelerated Sampling-based Motion Planning
Conformalized Non-uniform Sampling Strategies for Accelerated Sampling-based Motion Planning
Shubham Natraj
Bruno Sinopoli
Yiannis Kantaros
130
1
0
06 Nov 2025
VENTURA: Adapting Image Diffusion Models for Unified Task Conditioned Navigation
VENTURA: Adapting Image Diffusion Models for Unified Task Conditioned Navigation
Arthur Zhang
Xiangyun Meng
Luca Calliari
Dong-Ki Kim
Shayegan Omidshafiei
Joydeep Biswas
Ali Agha
Amirreza Shaban
LM&RoVLM
183
1
0
01 Oct 2025
HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation
HALO: Human Preference Aligned Offline Reward Learning for Robot Navigation
Gershom Seneviratne
Jianyu An
Sahire Ellahy
K. Weerakoon
Mohamed Bashir Elnoor
Jonathan Deepak Kannan
Amogha Thalihalla Sunil
Dinesh Manocha
OffRL
317
5
0
03 Aug 2025
AnyTraverse: An off-road traversability framework with VLM and human operator in the loop
AnyTraverse: An off-road traversability framework with VLM and human operator in the loop
Sattwik Sahu
Agamdeep Singh
Karthik Nambiar
Srikanth Saripalli
P.B. Sujit
220
3
0
20 Jun 2025
AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning
AutoSpatial: Visual-Language Reasoning for Social Robot Navigation through Efficient Spatial Reasoning Learning
Yangzhe Kong
Daeun Song
Jing Liang
Dinesh Manocha
Ziyu Yao
Xuesu Xiao
LRM
393
9
0
10 Mar 2025
OpenBench: A New Benchmark and Baseline for Semantic Navigation in Smart Logistics
OpenBench: A New Benchmark and Baseline for Semantic Navigation in Smart LogisticsIEEE International Conference on Robotics and Automation (ICRA), 2025
Junhui Wang
Dongjie Huo
Zehui Xu
Yongliang Shi
Yimin Yan
Yuanxin Wang
Chao Gao
Yan Qiao
Guyue Zhou
511
5
0
13 Feb 2025
M2Diffuser: Diffusion-based Trajectory Optimization for Mobile
  Manipulation in 3D Scenes
M2Diffuser: Diffusion-based Trajectory Optimization for Mobile Manipulation in 3D ScenesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024
Sixu Yan
Zeyu Zhang
Muzhi Han
Zaijin Wang
Qi Xie
Zhitian Li
Zhehan Li
Hangxin Liu
Xinggang Wang
Song-Chun Zhu
418
35
0
15 Oct 2024
GND: Global Navigation Dataset with Multi-Modal Perception and Multi-Category Traversability in Outdoor Campus Environments
GND: Global Navigation Dataset with Multi-Modal Perception and Multi-Category Traversability in Outdoor Campus EnvironmentsIEEE International Conference on Robotics and Automation (ICRA), 2024
Jing Liang
Dibyendu Das
Daeun Song
Md Nahid Hasan Shuvo
Mohammad Durrani
Karthik Taranath
Ivan Penskiy
Dinesh Manocha
Xuesu Xiao
3DV
744
13
0
21 Sep 2024
VLM-Social-Nav: Socially Aware Robot Navigation through Scoring using
  Vision-Language Models
VLM-Social-Nav: Socially Aware Robot Navigation through Scoring using Vision-Language Models
Daeun Song
Jing Liang
Amirreza Payandeh
Xuesu Xiao
Dinesh Manocha
335
74
0
30 Mar 2024
CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor
  and Indoor Environments
CoNVOI: Context-aware Navigation using Vision Language Models in Outdoor and Indoor EnvironmentsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
A. Sathyamoorthy
K. Weerakoon
Mohamed Bashir Elnoor
Anuj Zore
Brian Ichter
Fei Xia
Jie Tan
Wenhao Yu
Dinesh Manocha
LM&Ro
283
51
0
22 Mar 2024
DTG : Diffusion-based Trajectory Generation for Mapless Global
  Navigation
DTG : Diffusion-based Trajectory Generation for Mapless Global NavigationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2024
Jing Liang
Amirreza Payandeh
Daeun Song
Xuesu Xiao
Dinesh Manocha
374
26
0
14 Mar 2024
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
Soroush Nasiriany
Fei Xia
Wenhao Yu
Ted Xiao
Jacky Liang
...
Karol Hausman
N. Heess
Chelsea Finn
Sergey Levine
Brian Ichter
LM&RoLRM
264
208
0
12 Feb 2024
Pixel to Elevation: Learning to Predict Elevation Maps at Long Range
  using Images for Autonomous Offroad Navigation
Pixel to Elevation: Learning to Predict Elevation Maps at Long Range using Images for Autonomous Offroad Navigation
Chanyoung Chung
Georgios Georgakis
Patrick Spieler
Curtis Padgett
Ali Agha
Shehryar Khattak
344
19
0
30 Jan 2024
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
Set-of-Mark Prompting Unleashes Extraordinary Visual Grounding in GPT-4V
Jianwei Yang
Hao Zhang
Feng Li
Xueyan Zou
Chun-yue Li
Jianfeng Gao
MLLMVLM
624
268
0
17 Oct 2023
NoMaD: Goal Masked Diffusion Policies for Navigation and Exploration
NoMaD: Goal Masked Diffusion Policies for Navigation and ExplorationIEEE International Conference on Robotics and Automation (ICRA), 2023
A. Sridhar
Dhruv Shah
Catherine Glossop
Sergey Levine
536
309
0
11 Oct 2023
MTG: Mapless Trajectory Generator with Traversability Coverage for
  Outdoor Navigation
MTG: Mapless Trajectory Generator with Traversability Coverage for Outdoor NavigationIEEE International Conference on Robotics and Automation (ICRA), 2023
Jing Liang
Peng Gao
Xuesu Xiao
A. Sathyamoorthy
Mohamed Bashir Elnoor
Ming C. Lin
Tianyi Zhou
439
24
0
15 Sep 2023
ViNT: A Foundation Model for Visual Navigation
ViNT: A Foundation Model for Visual NavigationConference on Robot Learning (CoRL), 2023
Dhruv Shah
A. Sridhar
Nitish Dashora
Kyle Stachowicz
Kevin Black
Noriaki Hirose
Sergey Levine
LM&Ro
410
288
0
26 Jun 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model
PaLI-X: On Scaling up a Multilingual Vision and Language Model
Xi Chen
Josip Djolonga
Piotr Padlewski
Basil Mustafa
Soravit Changpinyo
...
Mojtaba Seyedhosseini
A. Angelova
Xiaohua Zhai
N. Houlsby
Radu Soricut
VLM
440
276
0
29 May 2023
What does CLIP know about a red circle? Visual prompt engineering for
  VLMs
What does CLIP know about a red circle? Visual prompt engineering for VLMsIEEE International Conference on Computer Vision (ICCV), 2023
Aleksandar Shtedritski
Christian Rupprecht
Andrea Vedaldi
VLMMLLM
502
255
0
13 Apr 2023
Segment Anything
Segment AnythingIEEE International Conference on Computer Vision (ICCV), 2023
A. Kirillov
Eric Mintun
Nikhila Ravi
Hanzi Mao
Chloe Rolland
...
Spencer Whitehead
Alexander C. Berg
Wan-Yen Lo
Piotr Dollár
Ross B. Girshick
MLLMVLM
1.1K
12,789
0
05 Apr 2023
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAGMLLM
5.3K
23,506
0
15 Mar 2023
Visual Language Maps for Robot Navigation
Visual Language Maps for Robot NavigationIEEE International Conference on Robotics and Automation (ICRA), 2022
Chen Huang
Oier Mees
Andy Zeng
Wolfram Burgard
LM&Ro
968
550
0
11 Oct 2022
GrASPE: Graph based Multimodal Fusion for Robot Navigation in
  Unstructured Outdoor Environments
GrASPE: Graph based Multimodal Fusion for Robot Navigation in Unstructured Outdoor EnvironmentsIEEE Robotics and Automation Letters (RA-L), 2022
K. Weerakoon
A. Sathyamoorthy
Jing Liang
Tianrui Guan
Utsav Patel
Dinesh Manocha
511
78
0
13 Sep 2022
Semantic Abstraction: Open-World 3D Scene Understanding from 2D
  Vision-Language Models
Semantic Abstraction: Open-World 3D Scene Understanding from 2D Vision-Language ModelsConference on Robot Learning (CoRL), 2022
Huy Ha
Shuran Song
LM&RoVLM
344
127
0
23 Jul 2022
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language,
  Vision, and Action
LM-Nav: Robotic Navigation with Large Pre-Trained Models of Language, Vision, and ActionConference on Robot Learning (CoRL), 2022
Dhruv Shah
B. Osinski
Brian Ichter
Sergey Levine
LM&Ro
712
671
0
10 Jul 2022
AdaptiveON: Adaptive Outdoor Local Navigation Method For Stable and
  Reliable Actions
AdaptiveON: Adaptive Outdoor Local Navigation Method For Stable and Reliable ActionsIEEE Robotics and Automation Letters (RA-L), 2022
Jing Liang
K. Weerakoon
Tianrui Guan
N. Karapetyan
Tianyi Zhou
766
19
0
07 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning
Flamingo: a Visual Language Model for Few-Shot LearningNeural Information Processing Systems (NeurIPS), 2022
Jean-Baptiste Alayrac
Jeff Donahue
Pauline Luc
Antoine Miech
Iain Barr
...
Mikolaj Binkowski
Ricardo Barreira
Oriol Vinyals
Andrew Zisserman
Karen Simonyan
MLLMVLM
869
5,564
0
29 Apr 2022
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot
  Object Navigation
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object NavigationComputer Vision and Pattern Recognition (CVPR), 2022
S. Gadre
Mitchell Wortsman
Gabriel Ilharco
Ludwig Schmidt
Shuran Song
CLIPLM&Ro
391
280
0
20 Mar 2022
ViKiNG: Vision-Based Kilometer-Scale Navigation with Geographic Hints
ViKiNG: Vision-Based Kilometer-Scale Navigation with Geographic Hints
Dhruv Shah
Sergey Levine
579
97
0
23 Feb 2022
Exploration in Deep Reinforcement Learning: From Single-Agent to
  Multiagent Domain
Exploration in Deep Reinforcement Learning: From Single-Agent to Multiagent Domain
Jianye Hao
Zhenxing Ge
Hongyao Tang
Chenjia Bai
Jinyi Liu
Zhaopeng Meng
Peng Liu
Zhen Wang
OffRL
522
175
0
14 Sep 2021
Trans4Trans: Efficient Transformer for Transparent Object and Semantic
  Scene Segmentation in Real-World Navigation Assistance
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance
Kailai Li
Kailun Yang
Angela Constantinescu
Kunyu Peng
Karin Muller
Rainer Stiefelhagen
ViT
231
88
0
20 Aug 2021
Program Synthesis with Large Language Models
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Jacob Austin
Augustus Odena
Maxwell Nye
Maarten Bosma
Henryk Michalewski
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Ellen Jiang
Carrie J. Cai
Michael Terry
Quoc V. Le
Charles Sutton
ELMAIMatReCodALM
708
3,421
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16 Aug 2021
A Survey on Human-aware Robot Navigation
A Survey on Human-aware Robot Navigation
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Antonino Furnari
Sebastiano Battiato
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383
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Learning Transferable Visual Models From Natural Language Supervision
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Jong Wook Kim
Chris Hallacy
Aditya A. Ramesh
Gabriel Goh
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Amanda Askell
Pamela Mishkin
Jack Clark
Gretchen Krueger
Ilya Sutskever
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Language Models are Few-Shot Learners
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Benjamin Mann
Nick Ryder
Melanie Subbiah
Jared Kaplan
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Christopher Berner
Sam McCandlish
Alec Radford
Ilya Sutskever
Dario Amodei
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OF-VO: Efficient Navigation among Pedestrians Using Commodity Sensors
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An Efficient Sampling-based Method for Online Informative Path Planning
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Social GAN: Socially Acceptable Trajectories with Generative Adversarial
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Fast YOLO: A Fast You Only Look Once System for Real-time Embedded
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