Learning to Explore using Active Neural SLAM

10 April 2020

Devendra Singh Chaplot

Papers citing "Learning to Explore using Active Neural SLAM"

40 / 40 papers shown

Title
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO Muzhi Zhu Hao Zhong Canyu Zhao Zongze Du Zheng Huang ... Hao Chen Cheng Zou Jingdong Chen Ming-Hsuan Yang Chunhua Shen LRM 171 0 0 27 May 2025
MOON: Multi-Objective Optimization-Driven Object-Goal Navigation Using a Variable-Horizon Set-Orienteering Planner Daigo Nakajima Kanji Tanaka Daiki Iwata Kouki Terashima 75 0 0 19 May 2025
SmallPlan: Leverage Small Language Models for Sequential Path Planning with Simulation-Powered, LLM-Guided Distillation Quang P.M. Pham Khoi T.N. Nguyen Nhi H. Doan Cuong Pham Kentaro Inui Dezhen Song 296 0 0 01 May 2025
Bridging Deep Reinforcement Learning and Motion Planning for Model-Free Navigation in Cluttered Environments Licheng Luo Mingyu Cai 101 0 0 09 Apr 2025
Reasoning in visual navigation of end-to-end trained agents: a dynamical systems approach Steeven Janny Hervé Poirier L. Antsfeld G. Bono G. Monaci Boris Chidlovskii Francesco Giuliari Alessio Del Bue Christian Wolf LM&Ro 191 0 0 11 Mar 2025
ActiveGAMER: Active GAussian Mapping through Efficient Rendering Liyan Chen Huangying Zhan Kevin Chen Xiangyu Xu Qingan Yan Changjiang Cai Yi Tian Xu 3DGS 168 5 0 12 Jan 2025
ON as ALC: Active Loop Closing Object Goal Navigation Daiki Iwata Kanji Tanaka Shoya Miyazaki Kouki Terashima 150 1 0 16 Dec 2024
Navigation World Models Amir Bar G. Zhou Danny Tran Trevor Darrell Yann LeCun VGen EgoV 195 33 0 04 Dec 2024
Cooperative and Asynchronous Transformer-based Mission Planning for Heterogeneous Teams of Mobile Robots Milad Farjadnasab Shahin Sirouspour 109 0 0 08 Oct 2024
Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation Sai Prasanna Daniel Honerkamp Kshitij Sirohi Tim Welschehold Wolfram Burgard Abhinav Valada 123 1 0 05 Aug 2024
A Landmark-Aware Visual Navigation Dataset Faith Johnson Bryan Bo Cao Kristin J. Dana Shubham Jain Ashwin Ashok 3DV 82 0 0 22 Feb 2024
PyRobot: An Open-source Robotics Framework for Research and Benchmarking Adithyavairavan Murali Tao Chen Kalyan Vasudev Alwala Dhiraj Gandhi Lerrel Pinto Saurabh Gupta Abhinav Gupta 70 108 0 19 Jun 2019
Habitat: A Platform for Embodied AI Research Manolis Savva Abhishek Kadian Oleksandr Maksymets Yili Zhao Erik Wijmans ... Jia-Wei Liu V. Koltun Jitendra Malik Devi Parikh Dhruv Batra LM&Ro 139 1,424 0 02 Apr 2019
Scene Memory Transformer for Embodied Agents in Long-Horizon Tasks Kuan Fang Alexander Toshev Li Fei-Fei Silvio Savarese OffRL 137 202 0 09 Mar 2019
Combining Optimal Control and Learning for Visual Navigation in Novel Environments Somil Bansal Varun Tolani Saurabh Gupta Jitendra Malik Claire Tomlin 65 164 0 06 Mar 2019
Learning Exploration Policies for Navigation Tao Chen Saurabh Gupta Abhinav Gupta EgoV 83 239 0 05 Mar 2019
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 194 130 0 26 Oct 2018
Beauty and the Beast: Optimal Methods Meet Learning for Drone Racing Elia Kaufmann Mathias Gehrig Philipp Foehn René Ranftl Alexey Dosovitskiy V. Koltun Davide Scaramuzza 57 129 0 15 Oct 2018
Episodic Curiosity through Reachability Nikolay Savinov Anton Raichuk Raphaël Marinier Damien Vincent Marc Pollefeys Timothy Lillicrap Sylvain Gelly 72 271 0 04 Oct 2018
Gibson Env: Real-World Perception for Embodied Agents F. Xia Amir Zamir Zhi-Yang He Alexander Sax Jitendra Malik Silvio Savarese AI4CE LM&Ro 94 830 0 31 Aug 2018
On Evaluation of Embodied Navigation Agents Peter Anderson Angel X. Chang Devendra Singh Chaplot Alexey Dosovitskiy Saurabh Gupta ... Jana Kosecka Jitendra Malik Roozbeh Mottaghi Manolis Savva Amir Zamir 125 806 0 18 Jul 2018
Gated Path Planning Networks Lisa Lee Emilio Parisotto Devendra Singh Chaplot Eric Xing Ruslan Salakhutdinov 130 83 0 17 Jun 2018
Semi-parametric Topological Memory for Navigation Nikolay Savinov Alexey Dosovitskiy V. Koltun 84 383 0 01 Mar 2018
Active Neural Localization Devendra Singh Chaplot Emilio Parisotto Ruslan Salakhutdinov 73 86 0 24 Jan 2018
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 125 391 0 09 Dec 2017
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 111 651 0 30 Nov 2017
Matterport3D: Learning from RGB-D Data in Indoor Environments Angel X. Chang Angela Dai Thomas Funkhouser Maciej Halber Matthias Nießner Manolis Savva Shuran Song Andy Zeng Yinda Zhang 3DV 3DPC 214 1,921 0 18 Sep 2017
End-to-End Navigation in Unknown Environments using Neural Networks Arbaaz Khan Clark Zhang Nikolay Atanasov Konstantinos Karydis Daniel D. Lee Vijay Kumar 46 7 0 24 Jul 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 604 19,318 0 20 Jul 2017
Neural Map: Structured Memory for Deep Reinforcement Learning Emilio Parisotto Ruslan Salakhutdinov 79 261 0 27 Feb 2017
Cognitive Mapping and Planning for Visual Navigation Saurabh Gupta Varun Tolani James Davidson Sergey Levine Rahul Sukthankar Jitendra Malik 97 715 0 13 Feb 2017
Semantic Scene Completion from a Single Depth Image Shuran Song Feng Yu Andy Zeng Angel X. Chang Manolis Savva Thomas Funkhouser 3DV 93 1,246 0 28 Nov 2016
Learning to Navigate in Complex Environments Piotr Wojciech Mirowski Razvan Pascanu Fabio Viola Hubert Soyer Andy Ballard ... Ross Goroshin Laurent Sifre Koray Kavukcuoglu D. Kumaran R. Hadsell 116 880 0 11 Nov 2016
ORB-SLAM2: an Open-Source SLAM System for Monocular, Stereo and RGB-D Cameras Raul Mur-Artal Juan D. Tardós 359 5,466 0 20 Oct 2016
Playing FPS Games with Deep Reinforcement Learning Guillaume Lample Devendra Singh Chaplot OffRL EgoV 91 588 0 18 Sep 2016
Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning Yuke Zhu Roozbeh Mottaghi Eric Kolve Joseph J. Lim Abhinav Gupta Li Fei-Fei Ali Farhadi VGen 87 1,527 0 16 Sep 2016
Value Iteration Networks Aviv Tamar Yi Wu G. Thomas Sergey Levine Pieter Abbeel 94 656 0 09 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,774 0 10 Dec 2015
Spatial Transformer Networks Max Jaderberg Karen Simonyan Andrew Zisserman Koray Kavukcuoglu 318 7,409 0 05 Jun 2015
On the Properties of Neural Machine Translation: Encoder-Decoder Approaches Kyunghyun Cho B. V. Merrienboer Dzmitry Bahdanau Yoshua Bengio AI4CE AIMat 272 6,793 0 03 Sep 2014