DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames

1 November 2019

Devi Parikh

Papers citing "DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames"

44 / 144 papers shown

Title
No RL, No Simulation: Learning to Navigate without Navigating Meera Hahn Devendra Singh Chaplot Shubham Tulsiani Mustafa Mukadam James M. Rehg Abhinav Gupta 75 71 0 18 Oct 2021
Shaping embodied agent behavior with activity-context priors from egocentric video Tushar Nagarajan Kristen Grauman EgoV LM&Ro 63 13 0 14 Oct 2021
Waypoint Models for Instruction-guided Navigation in Continuous Environments Jacob Krantz Aaron Gokaslan Dhruv Batra Stefan Lee Oleksandr Maksymets LM&Ro 137 76 0 05 Oct 2021
Language-Aligned Waypoint (LAW) Supervision for Vision-and-Language Navigation in Continuous Environments Sonia Raychaudhuri Saim Wani Shivansh Patel Unnat Jain Angel X. Chang LM&Ro 27 52 0 30 Sep 2021
Benchmarking Augmentation Methods for Learning Robust Navigation Agents: the Winning Entry of the 2021 iGibson Challenge Naoki Yokoyama Qian Luo Dhruv Batra Sehoon Ha 41 11 0 22 Sep 2021
Landmark Policy Optimization for Object Navigation Task A. Staroverov Aleksandr I. Panov 43 0 0 17 Sep 2021
Habitat-Matterport 3D Dataset (HM3D): 1000 Large-scale 3D Environments for Embodied AI Santhosh Kumar Ramakrishnan Aaron Gokaslan Erik Wijmans Oleksandr Maksymets Alexander Clegg ... Andrew Westbury Angel X. Chang Manolis Savva Yili Zhao Dhruv Batra 27 371 0 16 Sep 2021
Focus on Impact: Indoor Exploration with Intrinsic Motivation Roberto Bigazzi Federico Landi S. Cascianelli Lorenzo Baraldi Marcella Cornia Rita Cucchiara OffRL 29 13 0 14 Sep 2021
Learning to Navigate Sidewalks in Outdoor Environments Maks Sorokin Jie Tan Karen Liu Sehoon Ha 26 41 0 12 Sep 2021
SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments Muhammad Zubair Irshad Niluthpol Chowdhury Mithun Zachary Seymour Han-Pang Chiu S. Samarasekera Rakesh Kumar LM&Ro 26 49 0 26 Aug 2021
The Surprising Effectiveness of Visual Odometry Techniques for Embodied PointGoal Navigation Xiaoming Zhao Harsh Agrawal Dhruv Batra Alex Schwing 36 40 0 26 Aug 2021
BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments S. Srivastava Chengshu Li Michael Lingelbach Roberto Martín-Martín Fei Xia ... Chenxi Liu Silvio Savarese H. Gweon Jiajun Wu Li Fei-Fei LM&Ro 156 159 0 06 Aug 2021
Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation Pierre Marza L. Matignon Olivier Simonin Christian Wolf 42 23 0 13 Jul 2021
Learned Visual Navigation for Under-Canopy Agricultural Robots A. N. Sivakumar Sahil Modi M. V. Gasparino Che Ellis A. E. B. Velasquez Girish Chowdhary Saurabh Gupta 30 49 0 06 Jul 2021
Learning to Map for Active Semantic Goal Navigation G. Georgakis Bernadette Bucher Karl Schmeckpeper Siddharth Singh Kostas Daniilidis 32 73 0 29 Jun 2021
A Survey on Human-aware Robot Navigation Ronja Möller Antonino Furnari Sebastiano Battiato Aki Härmä G. Farinella 44 87 0 22 Jun 2021
RobustNav: Towards Benchmarking Robustness in Embodied Navigation Prithvijit Chattopadhyay Judy Hoffman Roozbeh Mottaghi Aniruddha Kembhavi 25 55 0 08 Jun 2021
Pushing it out of the Way: Interactive Visual Navigation Kuo-Hao Zeng Luca Weihs Ali Farhadi Roozbeh Mottaghi 26 30 0 28 Apr 2021
ManipulaTHOR: A Framework for Visual Object Manipulation Kiana Ehsani Winson Han Alvaro Herrasti Eli VanderBilt Luca Weihs Eric Kolve Aniruddha Kembhavi Roozbeh Mottaghi LM&Ro 173 127 0 22 Apr 2021
Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation Muhammad Zubair Irshad Chih-Yao Ma Z. Kira LM&Ro 30 49 0 21 Apr 2021
Rapid Exploration for Open-World Navigation with Latent Goal Models Dhruv Shah Benjamin Eysenbach G. Kahn Nicholas Rhinehart Sergey Levine 32 70 0 12 Apr 2021
Auxiliary Tasks and Exploration Enable ObjectNav Joel Ye Dhruv Batra Abhishek Das Erik Wijmans 34 91 0 08 Apr 2021
Large Batch Simulation for Deep Reinforcement Learning Brennan Shacklett Erik Wijmans Aleksei Petrenko Manolis Savva Dhruv Batra V. Koltun Kayvon Fatahalian 3DV OffRL AI4CE 29 26 0 12 Mar 2021
HALMA: Humanlike Abstraction Learning Meets Affordance in Rapid Problem Solving Sirui Xie Xiaojian Ma Peiyu Yu Yixin Zhu Ying Nian Wu Song-Chun Zhu 42 20 0 22 Feb 2021
Memory-Augmented Reinforcement Learning for Image-Goal Navigation Lina Mezghani Sainbayar Sukhbaatar Thibaut Lavril Oleksandr Maksymets Dhruv Batra Piotr Bojanowski Alahari Karteek 32 69 0 13 Jan 2021
Semantic Audio-Visual Navigation Changan Chen Ziad Al-Halah Kristen Grauman 50 104 0 21 Dec 2020
How to Train PointGoal Navigation Agents on a (Sample and Compute) Budget Erik Wijmans Irfan Essa Dhruv Batra 3DPC 30 10 0 11 Dec 2020
Topological Planning with Transformers for Vision-and-Language Navigation Kevin Chen Junshen K. Chen Jo Chuang Marynel Vázquez Silvio Savarese LM&Ro 27 99 0 09 Dec 2020
SSCNav: Confidence-Aware Semantic Scene Completion for Visual Semantic Navigation Yiqing Liang Boyuan Chen Shuran Song 19 62 0 08 Dec 2020
MultiON: Benchmarking Semantic Map Memory using Multi-Object Navigation Saim Wani Shivansh Patel Unnat Jain Angel X. Chang Manolis Savva 34 104 0 07 Dec 2020
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem Eric Liang Zhanghao Wu Michael Luo Sven Mika Joseph E. Gonzalez Ion Stoica AI4CE 23 9 0 25 Nov 2020
Bi-directional Domain Adaptation for Sim2Real Transfer of Embodied Navigation Agents Joanne Truong Sonia Chernova Dhruv Batra 33 56 0 24 Nov 2020
Learning Navigation Skills for Legged Robots with Learned Robot Embeddings Joanne Truong Denis Yarats Tianyu Li Franziska Meier Sonia Chernova Dhruv Batra Akshara Rai 23 20 0 24 Nov 2020
Learning Human Search Behavior from Egocentric Visual Inputs Maks Sorokin Wenhao Yu Sehoon Ha Chenxi Liu EgoV 32 3 0 06 Nov 2020
On Embodied Visual Navigation in Real Environments Through Habitat Marco Rosano Antonino Furnari Luigi Gulino G. Farinella 22 18 0 26 Oct 2020
Exploiting Scene-specific Features for Object Goal Navigation Tommaso Campari Paolo Eccher Luciano Serafini Lamberto Ballan 28 28 0 21 Aug 2020
Occupancy Anticipation for Efficient Exploration and Navigation Santhosh Kumar Ramakrishnan Ziad Al-Halah Kristen Grauman EgoV 3DPC 22 162 0 21 Aug 2020
Learning Object-conditioned Exploration using Distributed Soft Actor Critic Ayzaan Wahid Austin Stone Kevin Chen Brian Ichter Alexander Toshev 27 22 0 29 Jul 2020
Explore and Explain: Self-supervised Navigation and Recounting Roberto Bigazzi Federico Landi Marcella Cornia S. Cascianelli Lorenzo Baraldi Rita Cucchiara EgoV LM&Ro 29 17 0 14 Jul 2020
Auxiliary Tasks Speed Up Learning PointGoal Navigation Joel Ye Dhruv Batra Erik Wijmans Abhishek Das 3DPC EgoV 17 79 0 09 Jul 2020
Beyond the Nav-Graph: Vision-and-Language Navigation in Continuous Environments Jacob Krantz Erik Wijmans Arjun Majumdar Dhruv Batra Stefan Lee 24 266 0 06 Apr 2020
Probabilistic Visual Navigation with Bidirectional Image Prediction Noriaki Hirose S. Taguchi Fei Xia Roberto Martin-Martin Yasumasa Tahara Masanori Ishigaki Silvio Savarese 27 9 0 20 Mar 2020
Analyzing Visual Representations in Embodied Navigation Tasks Erik Wijmans Julian Straub Dhruv Batra Irfan Essa Judy Hoffman Ari S. Morcos 19 2 0 12 Mar 2020
Emergence of Locomotion Behaviours in Rich Environments N. Heess TB Dhruva S. Sriram Jay Lemmon J. Merel ... Tom Erez Ziyun Wang S. M. Ali Eslami Martin Riedmiller David Silver 143 928 0 07 Jul 2017