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Miles Macklin — most-cited papers & profile · Robotics
← authors
·
overview
Miles Macklin
18
papers ·
153
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Isaac Gym: High Performance GPU-Based Physics Simulation For Robot Learning
2021 · 55 citations
Gradsim: Differentiable Simulation For System Identification And Visuomotor Control
2021 · 43 citations
GPU-Accelerated Robotic Simulation for Distributed Reinforcement Learning
2018 · 17 citations
DefGraspSim: Simulation-based grasping of 3D deformable objects
2021 · 14 citations
Isaac Lab: A GPU-Accelerated Simulation Framework for Multi-Modal Robot Learning
2025 · 3 citations
Factory: Fast Contact for Robotic Assembly
2022 · 3 citations
DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting
2021 · 1 citations
Grasp'D: Differentiable Contact-rich Grasp Synthesis for Multi-fingered Hands
2022 · 1 citations
Neural Robot Dynamics
2025
Closing the Sim-to-Real Loop: Adapting Simulation Randomization with Real World Experience
2018
A Validated Physical Model For Real-Time Simulation of Soft Robotic Snakes
2019
Non-Smooth Newton Methods for Deformable Multi-Body Dynamics
2019
Sim-to-Real for Robotic Tactile Sensing via Physics-Based Simulation and Learned Latent Projections
2021
DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting
2022
DefGraspSim: Physics-based simulation of grasp outcomes for 3D deformable objects
2022
Top co-authors
Dieter Fox
· 9
Yashraj Narang
· 9
Animesh Garg
· 6
Eric Heiden
· 6
Viktor Makoviychuk
· 6
Ankur Handa
· 5
Balakumar Sundaralingam
· 3
Fabio Ramos
· 3
Gavriel State
· 3
Iretiayo Akinola
· 3
Lukasz Wawrzyniak
· 3
Yunrong Guo
· 3
Topics
Manipulation
Sim-to-Real
Control
Multi-Robot
Human-Robot Interaction
Locomotion
Humanoid
Perception