Learning Exploration Policies for Navigation

5 March 2019

Papers citing "Learning Exploration Policies for Navigation"

50 / 60 papers shown

Title
A Survey of Robotic Navigation and Manipulation with Physics Simulators in the Era of Embodied AI Lik Hang Kenny Wong Xueyang Kang Kaixin Bai Jianwei Zhang 54 0 0 01 May 2025
Learning to Navigate in Mazes with Novel Layouts using Abstract Top-down Maps Linfeng Zhao Lawson L. S. Wong 74 1 0 16 Dec 2024
Navigation World Models Amir Bar G. Zhou Danny Tran Trevor Darrell Yann LeCun VGen EgoV 82 14 0 04 Dec 2024
Active Neural Mapping at Scale Zijia Kuang Zike Yan Hao Zhao Guyue Zhou Hongbin Zha 30 3 0 30 Sep 2024
ReALFRED: An Embodied Instruction Following Benchmark in Photo-Realistic Environments Taewoong Kim Cheolhong Min Byeonghwi Kim Jinyeon Kim Wonje Jeung Jonghyun Choi LM&Ro 36 4 0 26 Jul 2024
Visual Episodic Memory-based Exploration J. Vice Natalie Ruiz-Sanchez P. Douglas G. Sukthankar 31 0 0 18 May 2024
HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models Gabriel H. Sarch Sahil Somani Raghav Kapoor Michael J. Tarr Katerina Fragkiadaki LM&Ro LLMAG 29 3 0 29 Apr 2024
MemoNav: Working Memory Model for Visual Navigation Hongxin Li Zeyu Wang Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 36 5 0 29 Feb 2024
A Landmark-Aware Visual Navigation Dataset Faith Johnson Bryan Bo Cao Kristin J. Dana Shubham Jain Ashwin Ashok 3DV 32 0 0 22 Feb 2024
Multi-Object Navigation in real environments using hybrid policies Assem Sadek G. Bono Boris Chidlovskii A. Baskurt Christian Wolf 45 5 0 24 Jan 2024
Active Neural Topological Mapping for Multi-Agent Exploration Xinyi Yang Yuxiang Yang Chao Yu Jiayu Chen Jingchen Yu Haibing Ren Huazhong Yang Yu Wang 22 5 0 01 Nov 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 33 7 0 14 Jun 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 22 3 0 07 Feb 2023
Deep Reinforcement Learning for Autonomous Ground Vehicle Exploration Without A-Priori Maps Shathushan Sivashangaran A. Eskandarian 11 4 0 10 Jan 2023
Asynchronous Multi-Agent Reinforcement Learning for Efficient Real-Time Multi-Robot Cooperative Exploration Chao Yu Xinyi Yang Jiaxuan Gao Jiayu Chen Yunfei Li ... Yunfei Xiang Rui Huang Huazhong Yang Yi Wu Yu Wang 25 34 0 09 Jan 2023
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations Sagnik Majumder Hao Jiang Pierre Moulon E. Henderson P. Calamia Kristen Grauman V. Ithapu EgoV 27 7 0 04 Jan 2023
Distribution-aware Goal Prediction and Conformant Model-based Planning for Safe Autonomous Driving Jonathan M Francis Bingqing Chen Weiran Yao Eric Nyberg Jean Oh OOD 24 5 0 16 Dec 2022
Learning-Augmented Model-Based Planning for Visual Exploration Yimeng Li Arnab Debnath Gregory J. Stein Jana Kosecka 25 8 0 15 Nov 2022
Learning Active Camera for Multi-Object Navigation Peihao Chen Dongyu Ji Kun-Li Channing Lin Weiwen Hu Wenbing Huang Thomas H. Li Ming Tan Chuang Gan 25 24 0 14 Oct 2022
Learning Continuous Control Policies for Information-Theoretic Active Perception Pengzhi Yang Yuhan Liu Shumon Koga Arash Asgharivaskasi Nikolay A. Atanasov 28 11 0 26 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 16 9 0 27 Aug 2022
MemoNav: Selecting Informative Memories for Visual Navigation Hongxin Li Xueke Yang Yu-Ren Yang Shuqi Mei Zhaoxiang Zhang 16 4 0 20 Aug 2022
EgoEnv: Human-centric environment representations from egocentric video Tushar Nagarajan Santhosh Kumar Ramakrishnan Ruta Desai James M. Hillis Kristen Grauman EgoV 21 19 0 22 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
Learning Long-Horizon Robot Exploration Strategies for Multi-Object Search in Continuous Action Spaces F. Schmalstieg Daniel Honerkamp Tim Welschehold Abhinav Valada 36 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 22 8 0 17 May 2022
Embodied Navigation at the Art Gallery Roberto Bigazzi Federico Landi S. Cascianelli Marcella Cornia Lorenzo Baraldi Rita Cucchiara LM&Ro 8 3 0 19 Apr 2022
Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale Ram Ramrakhya Eric Undersander Dhruv Batra Abhishek Das LM&Ro 24 109 0 07 Apr 2022
Off-Policy Evaluation with Online Adaptation for Robot Exploration in Challenging Environments Yafei Hu Junyi Geng Chen Wang John Keller S. Scherer OffRL 20 15 0 07 Apr 2022
NavDreams: Towards Camera-Only RL Navigation Among Humans Daniel Dugas Olov Andersson Roland Siegwart Jen Jen Chung VGen 16 12 0 23 Mar 2022
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation S. Gadre Mitchell Wortsman Gabriel Ilharco Ludwig Schmidt Shuran Song CLIP LM&Ro 29 142 0 20 Mar 2022
Stubborn: A Strong Baseline for Indoor Object Navigation Haokuan Luo Albert Yue Zhang-Wei Hong Pulkit Agrawal 11 41 0 14 Mar 2022
Bridging the Gap Between Learning in Discrete and Continuous Environments for Vision-and-Language Navigation Yicong Hong Zun Wang Qi Wu Stephen Gould 3DV 24 63 0 05 Mar 2022
Uncertainty-driven Planner for Exploration and Navigation G. Georgakis Bernadette Bucher Anton Arapin Karl Schmeckpeper Nikolai Matni Kostas Daniilidis 22 48 0 24 Feb 2022
Navigating to Objects in Unseen Environments by Distance Prediction Minzhao Zhu Binglei Zhao Tao Kong 13 32 0 08 Feb 2022
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 37 5 0 02 Feb 2022
Tracking and Planning with Spatial World Models Baris Kayalibay Atanas Mirchev Patrick van der Smagt Justin Bayer 25 2 0 25 Jan 2022
Learning to Act with Affordance-Aware Multimodal Neural SLAM Zhiwei Jia Kaixiang Lin Yizhou Zhao Qiaozi Gao Govind Thattai Gaurav Sukhatme LM&Ro 23 15 0 24 Jan 2022
Symmetry-aware Neural Architecture for Embodied Visual Navigation Shuang Liu Takayuki Okatani 23 1 0 17 Dec 2021
Agent-Centric Relation Graph for Object Visual Navigation X. Hu Youfang Lin Shuo Wang Zhihao Wu Kai Lv 31 18 0 29 Nov 2021
No RL, No Simulation: Learning to Navigate without Navigating Meera Hahn Devendra Singh Chaplot Shubham Tulsiani Mustafa Mukadam James M. Rehg Abhinav Gupta 73 71 0 18 Oct 2021
Shaping embodied agent behavior with activity-context priors from egocentric video Tushar Nagarajan Kristen Grauman EgoV LM&Ro 38 13 0 14 Oct 2021
Focus on Impact: Indoor Exploration with Intrinsic Motivation Roberto Bigazzi Federico Landi S. Cascianelli Lorenzo Baraldi Marcella Cornia Rita Cucchiara OffRL 21 13 0 14 Sep 2021
Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks Zachary Ravichandran Lisa Peng Nathan Hughes J. D. Griffith Luca Carlone 26 68 0 02 Aug 2021
Learning to Map for Active Semantic Goal Navigation G. Georgakis Bernadette Bucher Karl Schmeckpeper Siddharth Singh Kostas Daniilidis 25 73 0 29 Jun 2021
Causal Navigation by Continuous-time Neural Networks Charles J. Vorbach Ramin Hasani Alexander Amini Mathias Lechner Daniela Rus 23 47 0 15 Jun 2021
MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation Zachary Seymour Kowshik Thopalli Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 3DPC 13 18 0 21 Mar 2021
Goal-Driven Autonomous Exploration Through Deep Reinforcement Learning Reinis Cimurs I. Suh Jin Han Lee 18 84 0 12 Mar 2021
Memory-Augmented Reinforcement Learning for Image-Goal Navigation Lina Mezghani Sainbayar Sukhbaatar Thibaut Lavril Oleksandr Maksymets Dhruv Batra Piotr Bojanowski Alahari Karteek 24 69 0 13 Jan 2021
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Marynel Vázquez Silvio Savarese LM&Ro 25 99 0 09 Dec 2020