21 citations · 36 across the 9 of their papers we have counts for
5 papers · 1 filter
Integrating Structure, Information Architecture and Control Design: Application to Tensegrity Systems
Raman Goyal, Manoranjan Majji, Robert E. Skelton
A novel unified approach to jointly optimize structural design parameters, actuator and sensor precision and controller parameters is presented in this paper. The joint optimizatio…
Robust Shape Control of Gyroscopic Tensegrity Robotic Arm
Raman Goyal, Manoranjan Majji, Robert E. Skelton
This paper proposes a model-based approach to control the shape of a tensegrity system by driving its node position locations. The nonlinear dynamics of the tensegrity system is us…
Deployable Tensegrity Lunar Tower
Muhao Chen, Raman Goyal, Manoranjan Majji +1
A tensegrity tower design to support a given payload for the moon mining operation is proposed in this paper. A non-linear optimization problem for the minimal-mass structure desig…
On the Feedback Law in Stochastic Optimal Nonlinear Control
Mohamed Naveed Gul Mohamed, Suman Chakravorty, Raman Goyal +1
We consider the problem of nonlinear stochastic optimal control. This problem is thought to be fundamentally intractable owing to Bellman's "curse of dimensionality". We present a…
On the Search for Feedback in Reinforcement Learning
Ran Wang, Karthikeya S. Parunandi, Aayushman Sharma +2
The problem of Reinforcement Learning (RL) in an unknown nonlinear dynamical system is equivalent to the search for an optimal feedback law utilizing the simulations/ rollouts of t…