Active Vision for Robot Manipulators Using the Free Energy Principle
Occlusions, restricted field of view and limited resolution all constrain a robot's ability to sense its environment from a single observation. In these cases, the robot first needs to actively query multiple observations and accumulate information before it can complete a task. In this paper,...
Main Authors: | Toon Van de Maele, Tim Verbelen, Ozan Çatal, Cedric De Boom, Bart Dhoedt |
---|---|
Format: | Article |
Language: | English |
Published: |
Frontiers Media S.A.
2021-03-01
|
Series: | Frontiers in Neurorobotics |
Subjects: | |
Online Access: | https://www.frontiersin.org/articles/10.3389/fnbot.2021.642780/full |
Similar Items
-
Learning Generative State Space Models for Active Inference
by: Ozan Çatal, et al.
Published: (2020-11-01) -
Embodied Object Representation Learning and Recognition
by: Çatal, O., et al.
Published: (2022) -
Vision for Robust Robot Manipulation
by: Ester Martinez-Martin, et al.
Published: (2019-04-01) -
Model Reduction Through Progressive Latent Space Pruning in Deep Active Inference
by: Çatal, O., et al.
Published: (2022) -
MEMS computer vision and robotic manipulation system
by: Sukardi, Henry
Published: (2015)