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ADD: Analytically Differentiable Dynamics for Multi-Body Systems with
  Frictional Contact

ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact

2 July 2020
Moritz Geilinger
D. Hahn
Jonas Zehnder
M. Bacher
B. Thomaszewski
Stelian Coros
    AI4CE
ArXiv (abs)PDFHTML

Papers citing "ADD: Analytically Differentiable Dynamics for Multi-Body Systems with Frictional Contact"

27 / 27 papers shown
Uncertain Pose Estimation during Contact Tasks using Differentiable
  Contact Features
Uncertain Pose Estimation during Contact Tasks using Differentiable Contact Features
Jeongmin Lee
Minji Lee
Dongjun Lee
220
15
0
26 May 2023
Improving Gradient Computation for Differentiable Physics Simulation
  with Contacts
Improving Gradient Computation for Differentiable Physics Simulation with ContactsConference on Learning for Dynamics & Control (L4DC), 2023
Yaofeng Desmond Zhong
Jiequn Han
Biswadip Dey
Georgia Olympia Brikis
265
5
0
28 Apr 2023
Aquarium: A Fully Differentiable Fluid-Structure Interaction Solver for
  Robotics Applications
Aquarium: A Fully Differentiable Fluid-Structure Interaction Solver for Robotics ApplicationsIEEE International Conference on Robotics and Automation (ICRA), 2023
Jeonghoon Lee
M. Michelis
Robert K. Katzschmann
Zachary Manchester
262
9
0
17 Jan 2023
Differentiable Hybrid Traffic Simulation
Differentiable Hybrid Traffic SimulationACM Transactions on Graphics (TOG), 2022
Sanghyun Son
Yi-Ling Qiao
J. Sewall
Ming-Chyuan Lin
287
17
0
14 Oct 2022
Grasp'D: Differentiable Contact-rich Grasp Synthesis for Multi-fingered
  Hands
Grasp'D: Differentiable Contact-rich Grasp Synthesis for Multi-fingered HandsEuropean Conference on Computer Vision (ECCV), 2022
Dylan Turpin
Liquang Wang
Eric Heiden
Yun-Chun Chen
Lukasz Wawrzyniak
Stavros Tsogkas
Sven J. Dickinson
Animesh Garg
373
98
0
25 Aug 2022
Learning Object Manipulation Skills from Video via Approximate
  Differentiable Physics
Learning Object Manipulation Skills from Video via Approximate Differentiable PhysicsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Vladimir Petrik
M. N. Qureshi
Josef Sivic
Makarand Tapaswi
264
11
0
03 Aug 2022
Planar Modeling and Sim-to-Real of a Tethered Multimaterial Soft Swimmer
  Driven by Peano-HASELs
Planar Modeling and Sim-to-Real of a Tethered Multimaterial Soft Swimmer Driven by Peano-HASELsIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Stephan-Daniel Gravert
M. Michelis
Simon Rogler
Dario Tscholl
Thomas Buchner
Robert K. Katzschmann
263
7
0
01 Aug 2022
Differentiable Physics Simulations with Contacts: Do They Have Correct
  Gradients w.r.t. Position, Velocity and Control?
Differentiable Physics Simulations with Contacts: Do They Have Correct Gradients w.r.t. Position, Velocity and Control?
Yaofeng Desmond Zhong
Jiequn Han
Georgia Olympia Brikis
280
24
0
08 Jul 2022
Understanding Physical Effects for Effective Tool-use
Understanding Physical Effects for Effective Tool-useIEEE Robotics and Automation Letters (RA-L), 2022
Zeyu Zhang
Ziyuan Jiao
Weiqi Wang
Yixin Zhu
Song-Chun Zhu
Hangxin Liu
222
15
0
30 Jun 2022
Differentiable Simulation of Soft Multi-body Systems
Differentiable Simulation of Soft Multi-body SystemsNeural Information Processing Systems (NeurIPS), 2022
Yi-Ling Qiao
Junbang Liang
V. Koltun
Ming-Chyuan Lin
AI4CE
340
55
0
03 May 2022
Inferring Articulated Rigid Body Dynamics from RGBD Video
Inferring Articulated Rigid Body Dynamics from RGBD VideoIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022
Eric Heiden
Ziang Liu
Vibhav Vineet
Erwin Coumans
Gaurav Sukhatme
PINNAI4CE
435
15
0
20 Mar 2022
DiSECt: A Differentiable Simulator for Parameter Inference and Control
  in Robotic Cutting
DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic CuttingAutonomous Robots (AR), 2022
Eric Heiden
Lukasz Wawrzyniak
Yashraj S. Narang
Dieter Fox
Animesh Garg
Fabio Ramos
345
14
0
19 Mar 2022
Learning Solution Manifolds for Control Problems via Energy Minimization
Learning Solution Manifolds for Control Problems via Energy MinimizationIEEE Robotics and Automation Letters (RA-L), 2022
Miguel Zamora
Roi Poranne
Stelian Coros
342
2
0
07 Mar 2022
Dojo: A Differentiable Physics Engine for Robotics
Dojo: A Differentiable Physics Engine for Robotics
Taylor A. Howell
Simon Le Cleac'h
Jan Brüdigam
Qianzhong Chen
Mac Schwager
J. Zico Kolter
Mac Schwager
Zachary Manchester
502
50
0
02 Mar 2022
Differentiable and Learnable Robot Models
Differentiable and Learnable Robot Models
Franziska Meier
Austin S. Wang
Giovanni Sutanto
Yixin Lin
Paarth Shah
PINNAI4CE
187
7
0
22 Feb 2022
Differentiable Simulation of Inertial Musculotendons
Differentiable Simulation of Inertial MusculotendonsACM Transactions on Graphics (TOG), 2022
Ying Wang
Jasper Verheul
Sang-Hoon Yeo
N. Kalantari
Shinjiro Sueda
248
10
0
04 Feb 2022
Do Differentiable Simulators Give Better Policy Gradients?
Do Differentiable Simulators Give Better Policy Gradients?International Conference on Machine Learning (ICML), 2022
H.J. Terry Suh
Max Simchowitz
Jianchao Tan
Russ Tedrake
349
122
0
02 Feb 2022
Sim-to-Real for Soft Robots using Differentiable FEM: Recipes for
  Meshing, Damping, and Actuation
Sim-to-Real for Soft Robots using Differentiable FEM: Recipes for Meshing, Damping, and ActuationIEEE Robotics and Automation Letters (RA-L), 2022
Mathieu Dubied
M. Michelis
Andrew Spielberg
Robert K. Katzschmann
AI4CE
251
46
0
29 Jan 2022
Learning Linear Complementarity Systems
Learning Linear Complementarity SystemsConference on Learning for Dynamics & Control (L4DC), 2021
Wanxin Jin
Alp Aydinoglu
Mathew Halm
Michael Posa
196
17
0
25 Dec 2021
DiffSDFSim: Differentiable Rigid-Body Dynamics With Implicit Shapes
DiffSDFSim: Differentiable Rigid-Body Dynamics With Implicit Shapes
Michael Strecke
Joerg Stueckler
AI4CE
263
22
0
30 Nov 2021
Guiding Evolutionary Strategies by Differentiable Robot Simulators
Guiding Evolutionary Strategies by Differentiable Robot Simulators
Vladislav Kurenkov
Bulat Maksudov
425
3
0
01 Oct 2021
Probabilistic Inference of Simulation Parameters via Parallel
  Differentiable Simulation
Probabilistic Inference of Simulation Parameters via Parallel Differentiable Simulation
Eric Heiden
Chris Denniston
David Millard
Fabio Ramos
Gaurav Sukhatme
303
27
0
18 Sep 2021
Efficient Differentiable Simulation of Articulated Bodies
Efficient Differentiable Simulation of Articulated Bodies
Yi-Ling Qiao
Junbang Liang
V. Koltun
Ming Lin
AI4CE
328
68
0
16 Sep 2021
Fast and Feature-Complete Differentiable Physics for Articulated Rigid
  Bodies with Contact
Fast and Feature-Complete Differentiable Physics for Articulated Rigid Bodies with Contact
Keenon Werling
Dalton Omens
Jeongseok Lee
Ionnis Exarchos
Chenxi Liu
PINN
516
98
0
30 Mar 2021
Simulating deformable objects for computer animation: a numerical
  perspective
Simulating deformable objects for computer animation: a numerical perspectiveJournal of Computational Dynamics (J. Comput. Dyn.), 2021
Uri M. Ascher
Egor Larionov
S. Sheen
D. Pai
AI4CE
213
5
0
02 Mar 2021
NTopo: Mesh-free Topology Optimization using Implicit Neural
  Representations
NTopo: Mesh-free Topology Optimization using Implicit Neural RepresentationsNeural Information Processing Systems (NeurIPS), 2021
Jonas Zehnder
Yue Li
Stelian Coros
B. Thomaszewski
AI4CE
460
74
0
22 Feb 2021
Differentiable Physics Models for Real-world Offline Model-based
  Reinforcement Learning
Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning
M. Lutter
Johannes Silberbauer
Joe Watson
Jan Peters
OffRL
285
44
0
03 Nov 2020
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