Rethinking Sim2Real: Lower Fidelity Simulation Leads to Higher Sim2Real Transfer in Navigation

21 July 2022

Papers citing "Rethinking Sim2Real: Lower Fidelity Simulation Leads to Higher Sim2Real Transfer in Navigation"

30 / 30 papers shown

Title
A Schwarz-Christoffel Mapping-based Framework for Sim-to-Real Transfer in Autonomous Robot Operations Shijie Gao N. Bezzo 34 0 0 20 Mar 2025
Multi-Robot Collaboration through Reinforcement Learning and Abstract Simulation Adam Labiosa Josiah P. Hanna 49 0 0 07 Mar 2025
CityWalker: Learning Embodied Urban Navigation from Web-Scale Videos Xinhao Liu J. Li Yichen Jiang Niranjan Sujay Z. Yang Juexiao Zhang John Abanes Jing Zhang Chen Feng 112 1 0 26 Nov 2024
Learning-based legged locomotion; state of the art and future perspectives Sehoon Ha Joonho Lee M. van de Panne Zhaoming Xie Wenhao Yu Majid Khadiv 45 15 0 03 Jun 2024
Agile But Safe: Learning Collision-Free High-Speed Legged Locomotion Tairan He Chong Zhang Wenli Xiao Guanqi He Changliu Liu Guanya Shi 34 56 0 31 Jan 2024
Learning to navigate efficiently and precisely in real environments G. Bono Hervé Poirier L. Antsfeld G. Monaci Boris Chidlovskii Christian Wolf 16 2 0 25 Jan 2024
VLFM: Vision-Language Frontier Maps for Zero-Shot Semantic Navigation Naoki Yokoyama Sehoon Ha Dhruv Batra Jiuguang Wang Bernadette Bucher LM&Ro 21 77 0 06 Dec 2023
Exploitation-Guided Exploration for Semantic Embodied Navigation Justin Wasserman Girish Chowdhary Abhinav Gupta Unnat Jain 16 1 0 06 Nov 2023
Habitat 3.0: A Co-Habitat for Humans, Avatars and Robots Xavi Puig Eric Undersander Andrew Szot Mikael Dallaire Cote Tsung-Yen Yang ... Singh Chaplot Unnat Jain Dhruv Batra †. AksharaRai †. RoozbehMottaghi 16 114 0 19 Oct 2023
Resilient Legged Local Navigation: Learning to Traverse with Compromised Perception End-to-End Jin Jin Chong Zhang Jonas Frey N. Rudin Matías Mattamala César Cadena Marco Hutter 25 12 0 05 Oct 2023
Dynamic deep-reinforcement-learning algorithm in Partially Observed Markov Decision Processes Saki Omi Hyo-Sang Shin Namhoon Cho Antonios Tsourdos 14 3 0 29 Jul 2023
Habitat Synthetic Scenes Dataset (HSSD-200): An Analysis of 3D Scene Scale and Realism Tradeoffs for ObjectGoal Navigation Mukul Khanna Yongsen Mao Hanxiao Jiang Sanjay Haresh Brennan Schacklett Dhruv Batra Alexander William Clegg Eric Undersander Angel X. Chang Manolis Savva 3DV 22 68 0 20 Jun 2023
Galactic: Scaling End-to-End Reinforcement Learning for Rearrangement at 100k Steps-Per-Second Vincent-Pierre Berges Andrew Szot Devendra Singh Chaplot Aaron Gokaslan Roozbeh Mottaghi Dhruv Batra Eric Undersander LRM LM&Ro 19 5 0 13 Jun 2023
Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction G. Bono L. Antsfeld Assem Sadek G. Monaci Christian Wolf SSL 30 5 0 06 Jun 2023
IndoorSim-to-OutdoorReal: Learning to Navigate Outdoors without any Outdoor Experience Joanne Truong April Zitkovich Sonia Chernova Dhruv Batra Tingnan Zhang Jie Tan Wenhao Yu LM&Ro 18 13 0 01 May 2023
A Closer Look at Reward Decomposition for High-Level Robotic Explanations Wenhao Lu Xufeng Zhao S. Magg M. Gromniak Mengdi Li S. Wermter 19 7 0 25 Apr 2023
ASC: Adaptive Skill Coordination for Robotic Mobile Manipulation Naoki Yokoyama Alexander William Clegg Joanne Truong Eric Undersander Tsung-Yen Yang Sergio Arnaud Sehoon Ha Dhruv Batra Akshara Rai 10 33 0 01 Apr 2023
Tracker: Model-based Reinforcement Learning for Tracking Control of Human Finger Attached with Thin McKibben Muscles Daichi Saito Eri Nagatomo Jefferson Pardomuan Hideki Koike 6 0 0 01 Apr 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
Simulate Less, Expect More: Bringing Robot Swarms to Life via Low-Fidelity Simulations Ricardo Vega Kevin A. Zhu S. Luke Maryam Parsa Cameron Nowzari 6 4 0 21 Jan 2023
Phone2Proc: Bringing Robust Robots Into Our Chaotic World Matt Deitke Rose Hendrix Luca Weihs Ali Farhadi Kiana Ehsani Aniruddha Kembhavi LM&Ro 21 17 0 08 Dec 2022
Navigating to Objects in the Real World Théophile Gervet Soumith Chintala Dhruv Batra Jitendra Malik Devendra Singh Chaplot 27 122 0 02 Dec 2022
A General Purpose Supervisory Signal for Embodied Agents Kunal Pratap Singh Jordi Salvador Luca Weihs Aniruddha Kembhavi SSL 19 3 0 01 Dec 2022
Reinforcement Learning from Simulation to Real World Autonomous Driving using Digital Twin Kevin Voogd Jean Pierre Allamaa Javier Alonso-Mora Tong Duy Son 26 14 0 27 Nov 2022
ViNL: Visual Navigation and Locomotion Over Obstacles Simar Kareer Naoki Yokoyama Dhruv Batra Sehoon Ha Joanne Truong 23 21 0 26 Oct 2022
Retrospectives on the Embodied AI Workshop Matt Deitke Dhruv Batra Yonatan Bisk Tommaso Campari Angel X. Chang ... Jesse Thomason Alexander Toshev Joanne Truong Luca Weihs Jiajun Wu LM&Ro 35 50 0 13 Oct 2022
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning N. Rudin David Hoeller Philipp Reist Marco Hutter 110 541 0 24 Sep 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation Wentao Yuan Chris Paxton Karthik Desingh D. Fox 3DPC 137 72 0 08 Sep 2021
Efficient and Interpretable Robot Manipulation with Graph Neural Networks Yixin Lin Austin S. Wang Eric Undersander Akshara Rai LM&Ro 97 44 0 25 Feb 2021
SAPIEN: A SimulAted Part-based Interactive ENvironment Fanbo Xiang Yuzhe Qin Kaichun Mo Yikuan Xia Hao Zhu ... He-Nan Wang Li Yi Angel X. Chang Leonidas J. Guibas Hao Su 204 485 0 19 Mar 2020