Residual Learning from Demonstration: Adapting DMPs for Contact-rich
Manipulation

Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation

18 August 2020

Michael G. Burke

Franziska Meier

Papers citing "Residual Learning from Demonstration: Adapting DMPs for Contact-rich Manipulation"

11 / 11 papers shown

Title
Dynamic Action Interpolation: A Universal Approach for Accelerating Reinforcement Learning with Expert Guidance Wenjun Cao 52 0 0 26 Apr 2025
MatchMaker: Automated Asset Generation for Robotic Assembly Yian Wang Bingjie Tang Chuang Gan Dieter Fox Kaichun Mo Yashraj S. Narang Iretiayo Akinola 53 0 0 07 Mar 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
FORGE: Force-Guided Exploration for Robust Contact-Rich Manipulation under Uncertainty Michael Noseworthy Bingjie Tang Bowen Wen Ankur Handa Nicholas Roy Nicholas Roy Dieter Fox Yashraj S. Narang Iretiayo Akinola Iretiayo Akinola 54 8 0 08 Aug 2024
JUICER: Data-Efficient Imitation Learning for Robotic Assembly Lars Ankile Anthony Simeonov Idan Shenfeld Pulkit Agrawal LM&Ro 42 15 0 04 Apr 2024
Fast Ergodic Search with Kernel Functions Muchen Sun Ayush Gaggar Peter Trautman Todd Murphey 35 7 0 03 Mar 2024
Few-Shot Learning of Force-Based Motions From Demonstration Through Pre-training of Haptic Representation Marina Y. Aoyama João Moura Namiko Saito S. Vijayakumar 21 5 0 08 Sep 2023
Efficient Skill Acquisition for Complex Manipulation Tasks in Obstructed Environments Jun Yamada J. Collins Ingmar Posner 36 8 0 06 Mar 2023
A Learning-Based Estimation and Control Framework for Contact-Intensive Tight-Tolerance Tasks Bukun Son Hyelim Choi Jeamin Yoon Dongjun Lee 28 0 0 11 Oct 2022
Factory: Fast Contact for Robotic Assembly Yashraj S. Narang Kier Storey Iretiayo Akinola Miles Macklin Philipp Reist ... Ádám Moravánszky Gavriel State Michelle Lu Ankur Handa D. Fox 32 74 0 07 May 2022
Residual Robot Learning for Object-Centric Probabilistic Movement Primitives João Carvalho Dorothea Koert Marek Daniv Jan Peters 27 8 0 08 Mar 2022