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Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World
  Performance?
v1v2 (latest)

Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?

13 December 2019
Abhishek Kadian
Joanne Truong
Aaron Gokaslan
Alexander Clegg
Erik Wijmans
Stefan Lee
Manolis Savva
Sonia Chernova
Dhruv Batra
ArXiv (abs)PDFHTML

Papers citing "Sim2Real Predictivity: Does Evaluation in Simulation Predict Real-World Performance?"

41 / 41 papers shown
Title
LeLaN: Learning A Language-Conditioned Navigation Policy from
  In-the-Wild Videos
LeLaN: Learning A Language-Conditioned Navigation Policy from In-the-Wild Videos
Noriaki Hirose
Catherine Glossop
A. Sridhar
Dhruv Shah
Oier Mees
Sergey Levine
LM&Ro
96
15
0
04 Oct 2024
DISCO: Embodied Navigation and Interaction via Differentiable Scene
  Semantics and Dual-level Control
DISCO: Embodied Navigation and Interaction via Differentiable Scene Semantics and Dual-level Control
Xinyu Xu
Shengcheng Luo
Yanchao Yang
Yong-Lu Li
Cewu Lu
LM&Ro
97
1
0
20 Jul 2024
NaVid: Video-based VLM Plans the Next Step for Vision-and-Language
  Navigation
NaVid: Video-based VLM Plans the Next Step for Vision-and-Language Navigation
JIazhao Zhang
Kunyu Wang
Rongtao Xu
Gengze Zhou
Yicong Hong
Xiaomeng Fang
Qi Wu
Zhizheng Zhang
Wang He
LM&Ro
151
61
0
24 Feb 2024
Attacking Motion Planners Using Adversarial Perception Errors
Attacking Motion Planners Using Adversarial Perception Errors
Jonathan Sadeghi
Nicholas A. Lord
John Redford
Romain Mueller
AAML
74
2
0
21 Nov 2023
Scaling Data Generation in Vision-and-Language Navigation
Scaling Data Generation in Vision-and-Language Navigation
Zun Wang
Jialu Li
Yicong Hong
Yi Wang
Qi Wu
Joey Tianyi Zhou
Stephen Gould
Hao Tan
Yu Qiao
LM&Ro
97
61
0
28 Jul 2023
HomeRobot: Open-Vocabulary Mobile Manipulation
HomeRobot: Open-Vocabulary Mobile Manipulation
Sriram Yenamandra
A. Ramachandran
Karmesh Yadav
Austin S. Wang
Mukul Khanna
...
Devendra Singh Chaplot
Dhruv Batra
Roozbeh Mottaghi
Yonatan Bisk
Chris Paxton
LM&Ro
133
83
0
20 Jun 2023
Learning with a Mole: Transferable latent spatial representations for
  navigation without reconstruction
Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction
G. Bono
L. Antsfeld
Assem Sadek
G. Monaci
Christian Wolf
SSL
89
5
0
06 Jun 2023
Learning When to Ask for Help: Efficient Interactive Navigation via
  Implicit Uncertainty Estimation
Learning When to Ask for Help: Efficient Interactive Navigation via Implicit Uncertainty Estimation
Ifueko Igbinedion
S. Karaman
66
1
0
25 May 2023
Modality-invariant Visual Odometry for Embodied Vision
Modality-invariant Visual Odometry for Embodied Vision
Marius Memmel
Roman Bachmann
Amir Zamir
127
9
0
29 Apr 2023
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with
  Sim2Real Policy Learning
NeuronsGym: A Hybrid Framework and Benchmark for Robot Tasks with Sim2Real Policy Learning
Haoran Li
Shasha Liu
Mingjun Ma
Guangzheng Hu
Yaran Chen
Dong Zhao
83
3
0
07 Feb 2023
Emergence of Maps in the Memories of Blind Navigation Agents
Emergence of Maps in the Memories of Blind Navigation Agents
Erik Wijmans
Manolis Savva
Irfan Essa
Stefan Lee
Ari S. Morcos
Dhruv Batra
65
33
0
30 Jan 2023
MoDA: Map style transfer for self-supervised Domain Adaptation of
  embodied agents
MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agents
E. Lee
Junho Kim
Sang-Woo Park
Y. Kim
TTA
51
7
0
29 Nov 2022
Is Mapping Necessary for Realistic PointGoal Navigation?
Is Mapping Necessary for Realistic PointGoal Navigation?
Ruslan Partsey
Erik Wijmans
Naoki Yokoyama
Oles Dobosevych
Dhruv Batra
Oleksandr Maksymets
3DPC
79
44
0
02 Jun 2022
Sim-2-Sim Transfer for Vision-and-Language Navigation in Continuous
  Environments
Sim-2-Sim Transfer for Vision-and-Language Navigation in Continuous Environments
Jacob Krantz
Stefan Lee
53
38
0
20 Apr 2022
Image-based Navigation in Real-World Environments via Multiple Mid-level
  Representations: Fusion Models, Benchmark and Efficient Evaluation
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation
Marco Rosano
Antonino Furnari
Luigi Gulino
C. Santoro
G. Farinella
EgoV
88
5
0
02 Feb 2022
Self-Supervised Domain Adaptation for Visual Navigation with Global Map
  Consistency
Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency
E. Lee
Junho Kim
Young Min Kim
TTASSL
64
6
0
14 Oct 2021
SGoLAM: Simultaneous Goal Localization and Mapping for Multi-Object Goal
  Navigation
SGoLAM: Simultaneous Goal Localization and Mapping for Multi-Object Goal Navigation
Junho Kim
E. Lee
Mingi Lee
Donsu Zhang
Y. Kim
90
7
0
14 Oct 2021
Waypoint Models for Instruction-guided Navigation in Continuous
  Environments
Waypoint Models for Instruction-guided Navigation in Continuous Environments
Jacob Krantz
Aaron Gokaslan
Dhruv Batra
Stefan Lee
Oleksandr Maksymets
LM&Ro
174
81
0
05 Oct 2021
On Assessing the Usefulness of Proxy Domains for Developing and
  Evaluating Embodied Agents
On Assessing the Usefulness of Proxy Domains for Developing and Evaluating Embodied Agents
Anthony Courchesne
A. Censi
Liam Paull
39
1
0
29 Sep 2021
A Step Towards Efficient Evaluation of Complex Perception Tasks in
  Simulation
A Step Towards Efficient Evaluation of Complex Perception Tasks in Simulation
Jonathan Sadeghi
Blaine Rogers
James Gunn
Thomas Saunders
Sina Samangooei
P. Dokania
John Redford
73
8
0
28 Sep 2021
A Survey on Human-aware Robot Navigation
A Survey on Human-aware Robot Navigation
Ronja Möller
Antonino Furnari
Sebastiano Battiato
Aki Härmä
G. Farinella
120
89
0
22 Jun 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation
RobustNav: Towards Benchmarking Robustness in Embodied Navigation
Prithvijit Chattopadhyay
Judy Hoffman
Roozbeh Mottaghi
Aniruddha Kembhavi
74
55
0
08 Jun 2021
Human-centric Relation Segmentation: Dataset and Solution
Human-centric Relation Segmentation: Dataset and Solution
Si Liu
Zitian Wang
Yulu Gao
Lejian Ren
Yue Liao
Guanghui Ren
Bo Li
Shuicheng Yan
36
12
0
24 May 2021
Differentiable SLAM-net: Learning Particle SLAM for Visual Navigation
Differentiable SLAM-net: Learning Particle SLAM for Visual Navigation
Peter Karkus
Shaojun Cai
David Hsu
75
66
0
17 May 2021
Success Weighted by Completion Time: A Dynamics-Aware Evaluation
  Criteria for Embodied Navigation
Success Weighted by Completion Time: A Dynamics-Aware Evaluation Criteria for Embodied Navigation
Naoki Yokoyama
Sehoon Ha
Dhruv Batra
70
30
0
14 Mar 2021
A Survey of Embodied AI: From Simulators to Research Tasks
A Survey of Embodied AI: From Simulators to Research Tasks
Jiafei Duan
Samson Yu
Tangyao Li
Huaiyu Zhu
Cheston Tan
LM&Ro
73
295
0
08 Mar 2021
Audio-Visual Floorplan Reconstruction
Audio-Visual Floorplan Reconstruction
Senthil Purushwalkam
S. V. A. Garí
V. Ithapu
Carl Schissler
Philip Robinson
Abhinav Gupta
Kristen Grauman
VGen3DV
145
41
0
31 Dec 2020
How to Train PointGoal Navigation Agents on a (Sample and Compute)
  Budget
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget
Erik Wijmans
Irfan Essa
Dhruv Batra
3DPC
80
10
0
11 Dec 2020
Bridging Scene Understanding and Task Execution with Flexible Simulation
  Environments
Bridging Scene Understanding and Task Execution with Flexible Simulation Environments
Zachary Ravichandran
J. D. Griffith
Benjamin Smith
Costas Frost
37
5
0
20 Nov 2020
Sim-to-Real Transfer for Vision-and-Language Navigation
Sim-to-Real Transfer for Vision-and-Language Navigation
Peter Anderson
Ayush Shrivastava
Joanne Truong
Arjun Majumdar
Devi Parikh
Dhruv Batra
Stefan Lee
LM&Ro
73
107
0
07 Nov 2020
Can Reinforcement Learning for Continuous Control Generalize Across
  Physics Engines?
Can Reinforcement Learning for Continuous Control Generalize Across Physics Engines?
Aaqib Parvez Mohammed
Matias Valdenegro-Toro
AI4CE
25
4
0
27 Oct 2020
On Embodied Visual Navigation in Real Environments Through Habitat
On Embodied Visual Navigation in Real Environments Through Habitat
Marco Rosano
Antonino Furnari
Luigi Gulino
G. Farinella
57
18
0
26 Oct 2020
Accelerating the Development of Multimodal, Integrative-AI Systems with
  Platform for Situated Intelligence
Accelerating the Development of Multimodal, Integrative-AI Systems with Platform for Situated Intelligence
Sean Andrist
D. Bohus
13
3
0
12 Oct 2020
Semantic MapNet: Building Allocentric Semantic Maps and Representations
  from Egocentric Views
Semantic MapNet: Building Allocentric Semantic Maps and Representations from Egocentric Views
Vincent Cartillier
Zhile Ren
Neha Jain
Stefan Lee
Irfan Essa
Dhruv Batra
3DPC
114
74
0
02 Oct 2020
Embodied Visual Navigation with Automatic Curriculum Learning in Real
  Environments
Embodied Visual Navigation with Automatic Curriculum Learning in Real Environments
Steven D. Morad
R. Mecca
Rudra P. K. Poudel
Stephan Liwicki
R. Cipolla
57
45
0
11 Sep 2020
Integrating Egocentric Localization for More Realistic Point-Goal
  Navigation Agents
Integrating Egocentric Localization for More Realistic Point-Goal Navigation Agents
Samyak Datta
Oleksandr Maksymets
Judy Hoffman
Stefan Lee
Dhruv Batra
Devi Parikh
104
41
0
07 Sep 2020
Auxiliary Tasks Speed Up Learning PointGoal Navigation
Auxiliary Tasks Speed Up Learning PointGoal Navigation
Joel Ye
Dhruv Batra
Erik Wijmans
Abhishek Das
3DPCEgoV
108
79
0
09 Jul 2020
ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to
  Objects
ObjectNav Revisited: On Evaluation of Embodied Agents Navigating to Objects
Dhruv Batra
Aaron Gokaslan
Aniruddha Kembhavi
Oleksandr Maksymets
Roozbeh Mottaghi
Manolis Savva
Alexander Toshev
Erik Wijmans
69
260
0
23 Jun 2020
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous
  Environments
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments
Jacob Krantz
Erik Wijmans
Arjun Majumdar
Dhruv Batra
Stefan Lee
88
280
0
06 Apr 2020
From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation
  (VIN)
From Seeing to Moving: A Survey on Learning for Visual Indoor Navigation (VIN)
Xin Ye
Yezhou Yang
SSL
96
16
0
26 Feb 2020
An Exploration of Embodied Visual Exploration
An Exploration of Embodied Visual Exploration
Santhosh Kumar Ramakrishnan
Dinesh Jayaraman
Kristen Grauman
LM&Ro
91
100
0
07 Jan 2020
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