A review of differentiable simulators

R Newbury, J Collins, K He, J Pan, I Posner… - IEEE …, 2024 - ieeexplore.ieee.org
Differentiable simulators continue to push the state of the art across a range of domains
including computational physics, robotics, and machine learning. Their main value is the …

System identification and control of front-steered ackermann vehicles through differentiable physics

BM Gonultas, P Mukherjee… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
In this paper, we address the problem of system identification and control of a front-steered
vehicle which abides by the Ackermann geometry constraints. This problem arises naturally …

Kinetic analysis of active omni wheel with barrel-shaped rollers for avoiding slippage and vibration

S Long, T Terakawa, M Yogou… - Journal of …, 2024 - asmedigitalcollection.asme.org
Omnidirectional mobility is required for the efficient movement of transport vehicles in
factories and warehouses. To meet this requirement, the active omni wheel with barrel …

: Sampling-Based Kinodynamic Replanning and Feedback Control over Approximate, Identified Models of Vehicular Systems

A Sivaramakrishnan, S Tangirala, DM Ramesh… - arxiv preprint arxiv …, 2024 - arxiv.org
This paper aims to increase the safety and reliability of executing trajectories planned for
robots with non-trivial dynamics given a light-weight, approximate dynamics model …

[PDF][PDF] Towards benchmarking sampling-based kinodynamic motion planners with ml4kp

E Granados… - Workhsop …, 2022 - motion-planning-workshop …
This work introduces a benchmarking framework for sampling-based kinodynamic planning
algorithms, built on top of ML4KP, a C++ library for efficient kinodynamic planning that …

[PDF][PDF] A Review of Differentiable Simulators

A COSGUN - 2024 - mpan31415.github.io
Differentiable simulators continue to push the state of the art across a range of domains
including computational physics, robotics, and machine learning. Their main value is the …