no code implementations • 10 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.
1 code implementation • 12 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