Search Results for author: Suhan Shetty

Found 2 papers, 1 papers with code

Tensor Train for Global Optimization Problems in Robotics

no code implementations10 Jun 2022 Suhan Shetty, Teguh Lembono, Tobias Loew, Sylvain Calinon

We treat the task parameters as random variables, and for a given task, we generate samples for decision variables from the conditional distribution to initialize the optimization solver.

Motion Planning

Ergodic Exploration using Tensor Train: Applications in Insertion Tasks

1 code implementation12 Jan 2021 Suhan Shetty, João Silvério, Sylvain Calinon

In robotics, ergodic control extends the tracking principle by specifying a probability distribution over an area to cover instead of a trajectory to track.

Robotics Systems and Control Systems and Control Dynamical Systems Optimization and Control Applications

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