Modular robot design synthesis with deep reinforcement learning

J Whitman, R Bhirangi, M Travers… - Proceedings of the AAAI …, 2020 - ojs.aaai.org
Modular robots hold the promise of versatility in that their components can be re-arranged to
adapt the robot design to a task at deployment time. Even for the simplest designs …

Modeling and balance control of supernumerary robotic limb for overhead tasks

J Luo, Z Gong, Y Su, L Ruan, Y Zhao… - IEEE Robotics and …, 2021 - ieeexplore.ieee.org
Overhead manipulation tasks often require collaborations between two operators, which
becomes challenging in confined spaces such as in a compartment. Supernumerary Robotic …

Initial estimation of kinematic structure of a robotic manipulator as an input for its synthesis

D Huczala, T Kot, M Pfurner, D Heczko, P Oščádal… - Applied Sciences, 2021 - mdpi.com
Researchers often deal with the synthesis of the kinematic structure of a robotic manipulator
to determine the optimal manipulator for a given task. This approach can lower the cost of …

Computational Systems Design of Low-Cost Lightweight Robots

A Sathuluri, AV Sureshbabu, J Frank, M Amm… - Robotics, 2023 - mdpi.com
With the increased demand for customisation, developing task-specific robots for industrial
and personal applications has become essential. Collaborative robots are often preferred …

Optimal synthesis of reconfigurable manipulators for robotic assistance in vertical farming

N Chitre, A Dogra, E Singla - Robotica, 2023 - cambridge.org
Due to the ever-increasing demand for food commodities and issues arising in their
transport from rural to urban areas, commercial agricultural practices with the help of vertical …

Co-optimizing robot, environment, and tool design via joint manipulation planning

M Toussaint, JS Ha, OS Oguz - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Existing work on sequential manipulation planning and trajectory optimization typically
assumes the robot, environment and tools to be given. However, in particular in industrial …

Amortized synthesis of constrained configurations using a differentiable surrogate

X Sun, T Xue, S Rusinkiewicz… - Advances in neural …, 2021 - proceedings.neurips.cc
In design, fabrication, and control problems, we are often faced with the task of synthesis, in
which we must generate an object or configuration that satisfies a set of constraints while …

Multirepresentations and multiconstraints approach to the numerical synthesis of serial kinematic structures of manipulators

D Huczala, T Kot, M Pfurner, V Krys, Z Bobovský - IEEE Access, 2022 - ieeexplore.ieee.org
This paper presents a set of algorithms for the synthesis of kinematic structures of serial
manipulators using multiple constraint formulation and provides a performance comparison …

Optimal synthesis of unconventional links for modular reconfigurable manipulators

A Dogra, S Sekhar Padhee… - Journal of …, 2022 - asmedigitalcollection.asme.org
Customization of manipulators having unconventional parameters and link shapes have
gained attention to accomplish nonrepetitive tasks in a given cluttered environment …

[PDF][PDF] Current trend in control of artificial intelligence for health robotic manipulator

I Suwarno, A Cakan, NM Raharja… - Journal of Soft …, 2023 - shmpublisher.com
The increasing utilization of artificial intelligence and robots in various services in healthcare
makes robots as preferred intelligent agent model. Robotic evolution produces the optimal …