Auto-Tuned Sim-to-Real Transfer

15 April 2021

Pieter Abbeel

Papers citing "Auto-Tuned Sim-to-Real Transfer"

23 / 23 papers shown

Title
Rapidly Adapting Policies to the Real World via Simulation-Guided Fine-Tuning Patrick Yin Tyler Westenbroek Simran Bagaria Kevin Huang Ching-an Cheng Andrey Kobolov Abhishek Gupta 78 2 0 04 Feb 2025
ASAP: Aligning Simulation and Real-World Physics for Learning Agile Humanoid Whole-Body Skills Tairan He J. Gao Wenli Xiao Yuyao Zhang Zi Wang ... Jessica Hodgins Linxi Fan Yuke Zhu Changliu Liu Guanya Shi 84 10 0 03 Feb 2025
HEIGHT: Heterogeneous Interaction Graph Transformer for Robot Navigation in Crowded and Constrained Environments Shuijing Liu Haochen Xia Fatemeh Cheraghi Pouria Kaiwen Hong Neeloy Chakraborty Katherine Rose Driggs-Campbell Joydeep Biswas Katherine Driggs-Campbell 114 1 0 19 Nov 2024
Simplex-enabled Safe Continual Learning Machine H. Cao Y. Mao Yihao Cai L. Sha Marco Caccamo 33 3 0 05 Sep 2024
Vid3D: Synthesis of Dynamic 3D Scenes using 2D Video Diffusion Rishab Parthasarathy Zachary Ankner Aaron Gokaslan DiffM VGen 34 0 0 17 Jun 2024
Cross-Domain Policy Adaptation by Capturing Representation Mismatch Jiafei Lyu Chenjia Bai Jingwen Yang Zongqing Lu Xiu Li 30 8 0 24 May 2024
Skill Transfer and Discovery for Sim-to-Real Learning: A Representation-Based Viewpoint Haitong Ma Zhaolin Ren Bo Dai Na Li 37 1 0 07 Apr 2024
Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods A. Mumuni F. Mumuni 70 5 0 13 Mar 2024
PolyFit: A Peg-in-hole Assembly Framework for Unseen Polygon Shapes via Sim-to-real Adaptation Geonhyup Lee Joosoon Lee Sangjun Noh Minhwan Ko Kangmin Kim Kyoobin Lee 23 2 0 05 Dec 2023
H2O+: An Improved Framework for Hybrid Offline-and-Online RL with Dynamics Gaps Haoyi Niu Tianying Ji Bingqi Liu Haocheng Zhao Xiangyu Zhu Jianying Zheng Pengfei Huang Guyue Zhou Jianming Hu Xianyuan Zhan OffRL OnRL AI4CE 27 6 0 22 Sep 2023
A Data-Efficient Visual-Audio Representation with Intuitive Fine-tuning for Voice-Controlled Robots Peixin Chang Shuijing Liu Tianchen Ji Neeloy Chakraborty Kaiwen Hong Katherine Driggs-Campbell 51 3 0 23 Jan 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly Chengzhi Wu Xuelei Bi Julius Pfrommer Alexander Cebulla Simon Mangold Jürgen Beyerer 3DPC 19 20 0 12 Jan 2023
A Real2Sim2Real Method for Robust Object Grasping with Neural Surface Reconstruction Luobin Wang Runlin Guo Q. Vuong Yuzhe Qin Hao Su Henrik I. Christensen 3DH 3DPC 25 17 0 06 Oct 2022
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation Kang Xu Yan Ma Bingsheng Wei Wei Li 27 3 0 24 Sep 2022
Transferring Knowledge for Reinforcement Learning in Contact-Rich Manipulation Quantao Yang J. A. Stork Todor Stoyanov OffRL 15 0 0 19 Sep 2022
Real-to-Sim: Predicting Residual Errors of Robotic Systems with Sparse Data using a Learning-based Unscented Kalman Filter Alexander Schperberg Yusuke Tanaka Feng Xu Marcel Menner Dennis W. Hong 20 5 0 07 Sep 2022
Learning Switching Criteria for Sim2Real Transfer of Robotic Fabric Manipulation Policies Satvik Sharma Ellen R. Novoseller Vainavi Viswanath Zaynah Javed R. Parikh Ryan Hoque Ashwin Balakrishna Daniel S. Brown Ken Goldberg 21 8 0 02 Jul 2022
Uncertainty Aware System Identification with Universal Policies B. L. Semage Thommen George Karimpanal Santu Rana Svetha Venkatesh 8 3 0 11 Feb 2022
Fast Model-based Policy Search for Universal Policy Networks B. L. Semage Thommen George Karimpanal Santu Rana Svetha Venkatesh 19 1 0 11 Feb 2022
Legged Robots that Keep on Learning: Fine-Tuning Locomotion Policies in the Real World Laura M. Smith J. Kew Xue Bin Peng Sehoon Ha Jie Tan Sergey Levine 25 99 0 11 Oct 2021
Probabilistic Inference of Simulation Parameters via Parallel Differentiable Simulation Eric Heiden Chris Denniston David Millard Fabio Ramos Gaurav Sukhatme 27 21 0 18 Sep 2021
Follow the Gradient: Crossing the Reality Gap using Differentiable Physics (RealityGrad) J. Collins Ross Brown Jurgen Leitner David Howard AI4CE 26 4 0 10 Sep 2021
CAD2RL: Real Single-Image Flight without a Single Real Image Fereshteh Sadeghi Sergey Levine SSL 229 809 0 13 Nov 2016