On Evaluation of Embodied Navigation Agents

18 July 2018

Peter Anderson

Angel X. Chang

Devendra Singh Chaplot

Alexey Dosovitskiy

Papers citing "On Evaluation of Embodied Navigation Agents"

50 / 229 papers shown

Title
Online Control Barrier Functions for Decentralized Multi-Agent Navigation Zhan Gao Guangtao Yang Amanda Prorok 49 15 0 08 Mar 2023
Meta-Explore: Exploratory Hierarchical Vision-and-Language Navigation Using Scene Object Spectrum Grounding Minyoung Hwang Jaeyeon Jeong Minsoo Kim Yoonseon Oh Songhwai Oh 43 19 0 07 Mar 2023
One-4-All: Neural Potential Fields for Embodied Navigation Sacha Morin Miguel A. Saavedra-Ruiz Liam Paull 40 5 0 07 Mar 2023
Can an Embodied Agent Find Your "Cat-shaped Mug"? LLM-Guided Exploration for Zero-Shot Object Navigation Vishnu Sashank Dorbala James F. Mullen Tianyi Zhou LM&Ro 40 90 0 06 Mar 2023
Virtual Guidance as a Mid-level Representation for Navigation with Augmented Reality Hsuan-Kung Yang Tsung-Chih Chiang Tingxin Liu Chun-Wei Huang Jou-Min Liu Tsu-Ching Hsiao Chun-Yi Lee 28 1 0 05 Mar 2023
MLANet: Multi-Level Attention Network with Sub-instruction for Continuous Vision-and-Language Navigation Zongtao He Liuyi Wang Shu Li Qingqing Yan Chengju Liu Qi Chen 32 7 0 02 Mar 2023
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 29 3 0 07 Feb 2023
Multiple Thinking Achieving Meta-Ability Decoupling for Object Navigation Ronghao Dang Lu Chen Liuyi Wang Zongtao He Chengju Liu Qi Chen LRM 23 8 0 03 Feb 2023
ESC: Exploration with Soft Commonsense Constraints for Zero-shot Object Navigation KAI-QING Zhou Kai Zheng Connor Pryor Yilin Shen Hongxia Jin Lise Getoor Xinze Wang 36 107 0 30 Jan 2023
PIRLNav: Pretraining with Imitation and RL Finetuning for ObjectNav Ram Ramrakhya Dhruv Batra Erik Wijmans Abhishek Das OffRL 35 53 0 18 Jan 2023
Multi-Vehicle Trajectory Prediction at Intersections using State and Intention Information Dekai Zhu Qadeer Ahmad Khan Daniel Cremers 37 1 0 06 Jan 2023
Comparison of Model-Free and Model-Based Learning-Informed Planning for PointGoal Navigation Yimeng Li Arnab Debnath Gregory J. Stein Jana Kosecka 3DPC 49 3 0 17 Dec 2022
Offline Reinforcement Learning for Visual Navigation Dhruv Shah Arjun Bhorkar Hrish Leen Ilya Kostrikov Nicholas Rhinehart Sergey Levine OffRL 26 29 0 16 Dec 2022
Phone2Proc: Bringing Robust Robots Into Our Chaotic World Matt Deitke Rose Hendrix Luca Weihs Ali Farhadi Kiana Ehsani Aniruddha Kembhavi LM&Ro 39 17 0 08 Dec 2022
Navigating to Objects in the Real World Théophile Gervet Soumith Chintala Dhruv Batra Jitendra Malik Devendra Singh Chaplot 46 122 0 02 Dec 2022
A General Purpose Supervisory Signal for Embodied Agents Kunal Pratap Singh Jordi Salvador Luca Weihs Aniruddha Kembhavi SSL 31 3 0 01 Dec 2022
A Contextual Bandit Approach for Learning to Plan in Environments with Probabilistic Goal Configurations S. Rudra Saksham Goel Anirban Santara Claudio Gentile Laurent Perron Fei Xia Vikas Sindhwani Carolina Parada Gaurav Aggarwal 37 8 0 29 Nov 2022
Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation Jiangyong Huang William Zhu Baoxiong Jia Zan Wang Xiaojian Ma Qing Li Siyuan Huang 45 5 0 28 Nov 2022
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning Yunchao Zhang Zonglin Di KAI-QING Zhou Cihang Xie Xin Eric Wang FedML AAML 39 2 0 27 Nov 2022
Predicting Topological Maps for Visual Navigation in Unexplored Environments Huangying Zhan Hamid Rezatofighi Ian Reid 52 0 0 23 Nov 2022
Ask4Help: Learning to Leverage an Expert for Embodied Tasks Kunal Pratap Singh Luca Weihs Alvaro Herrasti Jonghyun Choi Aniruddha Kemhavi Roozbeh Mottaghi 15 19 0 18 Nov 2022
Long-HOT: A Modular Hierarchical Approach for Long-Horizon Object Transport S. Narayanan Dinesh Jayaraman Manmohan Chandraker 24 1 0 28 Oct 2022
ULN: Towards Underspecified Vision-and-Language Navigation Weixi Feng Tsu-Jui Fu Yujie Lu William Yang Wang 54 5 0 18 Oct 2022
AVLEN: Audio-Visual-Language Embodied Navigation in 3D Environments Sudipta Paul Amit K. Roy-Chowdhury A. Cherian 33 23 0 14 Oct 2022
Multi-Object Navigation with dynamically learned neural implicit representations Pierre Marza L. Matignon Olivier Simonin Christian Wolf 37 23 0 11 Oct 2022
VER: Scaling On-Policy RL Leads to the Emergence of Navigation in Embodied Rearrangement Erik Wijmans Irfan Essa Dhruv Batra OffRL 52 13 0 11 Oct 2022
GNM: A General Navigation Model to Drive Any Robot Dhruv Shah A. Sridhar Arjun Bhorkar Noriaki Hirose Sergey Levine 31 105 0 07 Oct 2022
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning Aishwarya Kamath Peter Anderson Su Wang Jing Yu Koh Alexander Ku Austin Waters Yinfei Yang Jason Baldridge Zarana Parekh LM&Ro 27 45 0 06 Oct 2022
Iterative Vision-and-Language Navigation Jacob Krantz Shurjo Banerjee Wang Zhu Jason J. Corso Peter Anderson Stefan Lee Jesse Thomason LM&Ro 52 18 0 06 Oct 2022
Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants Jeongeun Park Taerim Yoon Jejoon Hong Youngjae Yu Matthew K. X. J. Pan Sungjoon Choi 46 13 0 19 Sep 2022
Multi-skill Mobile Manipulation for Object Rearrangement Jiayuan Gu Devendra Singh Chaplot Hao Su Jitendra Malik 49 53 0 06 Sep 2022
Spatial Relation Graph and Graph Convolutional Network for Object Goal Navigation D. A. S. Kiran Kritika Anand Chaitanya Kharyal Gulshan Kumar Nandiraju Gireesh Snehasis Banerjee R. Roychoudhury Mohan Sridharan Brojeshwar Bhowmick Madhava Krishna GNN 29 10 0 27 Aug 2022
MemoNav: Selecting Informative Memories for Visual Navigation Hongxin Li Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 18 4 0 20 Aug 2022
On-Device CPU Scheduling for Sense-React Systems Aditi Partap Samuel Grayson Muhammad Huzaifa Sarita Adve Brighten Godfrey Saurabh Gupta Kris K. Hauser R. Mittal 14 2 0 27 Jul 2022
Rethinking Sim2Real: Lower Fidelity Simulation Leads to Higher Sim2Real Transfer in Navigation Joanne Truong M. Rudolph Naoki Yokoyama Sonia Chernova Dhruv Batra Akshara Rai 29 40 0 21 Jul 2022
TIDEE: Tidying Up Novel Rooms using Visuo-Semantic Commonsense Priors Gabriel H. Sarch Zhaoyuan Fang Adam W. Harley Paul Schydlo Michael J. Tarr Saurabh Gupta Katerina Fragkiadaki LM&Ro 33 45 0 21 Jul 2022
Finding Fallen Objects Via Asynchronous Audio-Visual Integration Chuang Gan Yi Gu Siyuan Zhou Jeremy Schwartz S. Alter James Traer Dan Gutfreund J. Tenenbaum Josh H. McDermott Antonio Torralba 57 19 0 07 Jul 2022
Transformers are Adaptable Task Planners Vidhi Jain Yixin Lin Eric Undersander Yonatan Bisk Akshara Rai 27 24 0 06 Jul 2022
CLEAR: Improving Vision-Language Navigation with Cross-Lingual, Environment-Agnostic Representations Jialu Li Hao Tan Joey Tianyi Zhou LM&Ro 69 12 0 05 Jul 2022
ZSON: Zero-Shot Object-Goal Navigation using Multimodal Goal Embeddings Arjun Majumdar Gunjan Aggarwal Bhavika Devnani Judy Hoffman Dhruv Batra LM&Ro 152 149 0 24 Jun 2022
Zero-shot object goal visual navigation Qianfan Zhao Lu Zhang Bin He Hong Qiao Zhi-yong Liu 36 37 0 15 Jun 2022
ProcTHOR: Large-Scale Embodied AI Using Procedural Generation Matt Deitke Eli VanderBilt Alvaro Herrasti Luca Weihs Jordi Salvador ... Winson Han Eric Kolve Ali Farhadi Aniruddha Kembhavi Roozbeh Mottaghi LM&Ro 49 239 0 14 Jun 2022
Consistent Attack: Universal Adversarial Perturbation on Embodied Vision Navigation Chengyang Ying You Qiaoben Xinning Zhou Hang Su Wenbo Ding Jianyong Ai AAML 34 11 0 12 Jun 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation Zi-Yi Dou Nanyun Peng 38 22 0 09 Jun 2022
Is Mapping Necessary for Realistic PointGoal Navigation? Ruslan Partsey Erik Wijmans Naoki Yokoyama Oles Dobosevych Dhruv Batra Oleksandr Maksymets 3DPC 36 41 0 02 Jun 2022
Learning Long-Horizon Robot Exploration Strategies for Multi-Object Search in Continuous Action Spaces F. Schmalstieg Daniel Honerkamp Tim Welschehold Abhinav Valada 49 19 0 23 May 2022
GraphMapper: Efficient Visual Navigation by Scene Graph Generation Zachary Seymour Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 30 8 0 17 May 2022
Offline Visual Representation Learning for Embodied Navigation Karmesh Yadav Ram Ramrakhya Arjun Majumdar Vincent-Pierre Berges Sachit Kuhar Dhruv Batra Alexei Baevski Oleksandr Maksymets OffRL SSL 38 72 0 27 Apr 2022
Embodied Navigation at the Art Gallery Roberto Bigazzi Federico Landi S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara LM&Ro 26 3 0 19 Apr 2022
Spot the Difference: A Novel Task for Embodied Agents in Changing Environments Federico Landi Roberto Bigazzi Marcella Cornia S. Cascianelli Lorenzo Baraldi Rita Cucchiara 33 5 0 18 Apr 2022