Reinforcement Learning with Neural Radiance Fields

Reinforcement Learning with Neural Radiance Fields

3 June 2022

Ingmar Schubert

Peter R. Florence

Yunzhu Li

Papers citing "Reinforcement Learning with Neural Radiance Fields"

14 / 14 papers shown

Title
View-Invariant Policy Learning via Zero-Shot Novel View Synthesis Stephen Tian Blake Wulfe Kyle Sargent Katherine Liu Sergey Zakharov Vitor Campagnolo Guizilini Jiajun Wu 84 10 0 21 Feb 2025
NeRF-Aug: Data Augmentation for Robotics with Neural Radiance Fields Eric Zhu Mara Levy M. Gwilliam Abhinav Shrivastava 48 0 0 04 Nov 2024
DNAct: Diffusion Guided Multi-Task 3D Policy Learning Ge Yan Yueh-hua Wu Xiaolong Wang VGen 37 20 0 07 Mar 2024
Integrated Object Deformation and Contact Patch Estimation from Visuo-Tactile Feedback Mark Van der Merwe Youngsun Wi Dmitry Berenson Nima Fazeli 24 8 0 23 May 2023
One-Shot Neural Fields for 3D Object Understanding Valts Blukis Taeyeop Lee Jonathan Tremblay Bowen Wen In So Kweon Kuk-Jin Yoon D. Fox Stan Birchfield 32 6 0 21 Oct 2022
RGB-Only Reconstruction of Tabletop Scenes for Collision-Free Manipulator Control Z-H. Tang Balakumar Sundaralingam Jonathan Tremblay Bowen Wen Ye Yuan Stephen Tyree Charles T. Loop A. Schwing Stan Birchfield 37 10 0 21 Oct 2022
IR-MCL: Implicit Representation-Based Online Global Localization Haofei Kuang Xieyuanli Chen Tiziano Guadagnino Nicky Zimmerman Jens Behley C. Stachniss 3DV 38 22 0 06 Oct 2022
Density-aware NeRF Ensembles: Quantifying Predictive Uncertainty in Neural Radiance Fields Niko Sünderhauf Jad Abou-Chakra Dimity Miller UQCV 70 53 0 19 Sep 2022
Multi-View Dreaming: Multi-View World Model with Contrastive Learning Akira Kinose Masashi Okada Ryogo Okumura T. Taniguchi OffRL 21 10 0 15 Mar 2022
Learning Multi-Object Dynamics with Compositional Neural Radiance Fields Danny Driess Zhiao Huang Yunzhu Li Russ Tedrake Marc Toussaint OCL AI4CE 116 85 0 24 Feb 2022
Learning Models as Functionals of Signed-Distance Fields for Manipulation Planning Danny Driess Jung-Su Ha Marc Toussaint Russ Tedrake 116 63 0 02 Oct 2021
Vision-Only Robot Navigation in a Neural Radiance World M. Adamkiewicz Timothy Chen Adam Caccavale Rachel Gardner Preston Culbertson Jeannette Bohg Mac Schwager 155 230 0 01 Oct 2021
Decoupling Representation Learning from Reinforcement Learning Adam Stooke Kimin Lee Pieter Abbeel Michael Laskin SSL DRL 284 341 0 14 Sep 2020
Neural Sparse Voxel Fields Lingjie Liu Jiatao Gu Kyaw Zaw Lin Tat-Seng Chua Christian Theobalt 203 1,242 0 22 Jul 2020