Robot tool use: A survey

M Qin, J Brawer, B Scassellati - Frontiers in Robotics and AI, 2023 - frontiersin.org
Using human tools can significantly benefit robots in many application domains. Such ability
would allow robots to solve problems that they were unable to without tools. However, robot …

Computational models of affordance in robotics: a taxonomy and systematic classification

P Zech, S Haller, SR Lakani, B Ridge… - Adaptive …, 2017 - journals.sagepub.com
JJ Gibson's concept of affordance, one of the central pillars of ecological psychology, is a
truly remarkable idea that provides a concise theory of animal perception predicated on …

Affordances in psychology, neuroscience, and robotics: A survey

L Jamone, E Ugur, A Cangelosi… - … on Cognitive and …, 2016 - ieeexplore.ieee.org
The concept of affordances appeared in psychology during the late 60s as an alternative
perspective on the visual perception of the environment. It was revolutionary in the intuition …

A survey of knowledge representation in service robotics

D Paulius, Y Sun - Robotics and Autonomous Systems, 2019 - Elsevier
Within the realm of service robotics, researchers have placed a great amount of effort into
learning, understanding, and representing motions as manipulations for task execution by …

Improvisation through physical understanding: Using novel objects as tools with visual foresight

A **e, F Ebert, S Levine, C Finn - arxiv preprint arxiv:1904.05538, 2019 - arxiv.org
Machine learning techniques have enabled robots to learn narrow, yet complex tasks and
also perform broad, yet simple skills with a wide variety of objects. However, learning a …

Affordance research in developmental robotics: A survey

H Min, R Luo, J Zhu, S Bi - IEEE Transactions on Cognitive …, 2016 - ieeexplore.ieee.org
Affordances capture the relationships between a robot and the environment in terms of the
actions that the robot is able to perform. The notable characteristic of affordance-based …

Modular active curiosity-driven discovery of tool use

S Forestier, PY Oudeyer - 2016 IEEE/RSJ international …, 2016 - ieeexplore.ieee.org
This article studies algorithms used by a learner to explore high-dimensional structured
sensorimotor spaces such as in tool use discovery. In particular, we consider goal babbling …

Self-supervised learning of grasp dependent tool affordances on the icub humanoid robot

T Mar, V Tikhanoff, G Metta… - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
The ability to learn about and efficiently use tools constitutes a desirable property for general
purpose humanoid robots, as it allows them to extend their capabilities beyond the …

Force-and-motion constrained planning for tool use

R Holladay, T Lozano-Pérez… - 2019 IEEE/RSJ …, 2019 - ieeexplore.ieee.org
The use of hand tools presents a challenge for robot manipulation in part because it calls for
motions requiring continuous force application over a whole trajectory, usually involving …