← Search

Antonin Bernardin

2 accepted papers

2020

Leveraging Multiple Environments for Learning and Decision Making: a Dismantling Use Case

IROS 2020poster

Learning is usually performed by observing real robot executions. Physics-based simulators are a good alternative for providing highly valuable information while avoiding costly and potentially destructive robot executions. We present a novel approach for learning the probabilities of symbolic robot…

Cited by 1SourceScholar
2019

An Interactive Physically-based Model for Active Suction Phenomenon Simulation

IROS 2019poster

While suction cups are widely used in Robotics, the literature is underdeveloped when it comes to the modelling and simulation of the suction phenomenon. In this paper, we present a novel physically-based approach to simulate the behavior of active suction cups. Our model relies on a novel formulati…

Cited by 15SourceScholar