A review of robot learning for manipulation: Challenges, representations, and algorithms

O Kroemer, S Niekum, G Konidaris - Journal of machine learning research, 2021 - jmlr.org
A key challenge in intelligent robotics is creating robots that are capable of directly
interacting with the world around them to achieve their goals. The last decade has seen …

Revisiting active perception

R Bajcsy, Y Aloimonos, JK Tsotsos - Autonomous Robots, 2018 - Springer
Despite the recent successes in robotics, artificial intelligence and computer vision, a
complete artificial agent necessarily must include active perception. A multitude of ideas and …

Pairwise body-part attention for recognizing human-object interactions

HS Fang, J Cao, YW Tai, C Lu - Proceedings of the …, 2018 - openaccess.thecvf.com
In human-object interactions (HOI) recognition, conventional methods consider the human
body as a whole and pay a uniform attention to the entire body region. They ignore the fact …

A grasping-centered analysis for cloth manipulation

J Borras, G Alenya, C Torras - IEEE Transactions on Robotics, 2020 - ieeexplore.ieee.org
Compliant and soft hands have gained a lot of attention in the past decade because of their
ability to adapt to the shape of the objects, increasing their effectiveness for grasping …

Movement primitive segmentation for human motion modeling: A framework for analysis

JFS Lin, M Karg, D Kulić - IEEE Transactions on Human …, 2016 - ieeexplore.ieee.org
Movement primitive segmentation enables long sequences of human movement
observation data to be segmented into smaller components, termed movement primitives, to …

Toward a unified sub-symbolic computational theory of cognition

MV Butz - Frontiers in psychology, 2016 - frontiersin.org
This paper proposes how various disciplinary theories of cognition may be combined into a
unifying, sub-symbolic, computational theory of cognition. The following theories are …

Modeling 4d human-object interactions for joint event segmentation, recognition, and object localization

P Wei, Y Zhao, N Zheng, SC Zhu - IEEE transactions on pattern …, 2016 - ieeexplore.ieee.org
In this paper, we present a 4D human-object interaction (4DHOI) model for solving three
vision tasks jointly: i) event segmentation from a video sequence, ii) event recognition and …

[图书][B] How the mind comes into being: Introducing cognitive science from a functional and computational perspective

MV Butz, EF Kutter - 2016 - books.google.com
More than 2000 years ago Greek philosophers were pondering the puzzling dichotomy
between our physical bodies and our seemingly non-physical minds. Yet even today, it …

A whole-body support pose taxonomy for multi-contact humanoid robot motions

J Borràs, C Mandery, T Asfour - Science Robotics, 2017 - science.org
A whole-body support pose taxonomy for multi-contact humanoid robot motions | Science
Robotics news careers commentary Journals Science Science brought to you byGoogle Indexer …

A taxonomy of everyday grasps in action

J Liu, F Feng, YC Nakamura… - 2014 IEEE-RAS …, 2014 - ieeexplore.ieee.org
Grasping has been well studied in the robotics and human subjects literature, and numerous
taxonomies have been developed to capture the range of grasps employed in work settings …