A review of differentiable simulators
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 …
including computational physics, robotics, and machine learning. Their main value is the …
System identification and control of front-steered ackermann vehicles through differentiable physics
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 …
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 …
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
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 …
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 …
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 …
including computational physics, robotics, and machine learning. Their main value is the …