Neurorobotics explores Machine Learning

72.6K

views

58

authors

17

articles

Neurorobotics explores Machine Learning

72.6K

views

58

authors

17

articles

Editors

3

Italian Institute of Technology (IIT)

Jose De Jesus Rubio

National Polytechnic Institute (IPN)

National Cheng Kung University

Impact

About

One of the most prominent distinctions between machines and humans is the ability for cognitive behavior and learning. Traditionally, robotic machines were programmed to perform a specific function without the capability for adaptability or improvement. We now live in a world where robots are progressively integrated into our dynamic society, making it essential that robots and machines adapt to their ever-changing surroundings via machine learning.

This Research Topic aims to collate research that focuses on machine learning, improvement, and adaptability. We want to explore the ability of robots to perform tasks that require active cognition and interaction with their external environment.

This Research Topic welcomes research on but not limited to:

- Cognition (abstract thought, theory of mind, rational thinking, …)
- Robots and dynamic environments
- Reinforcement learning
- Transfer learning
- Solving tasks
- Calculation capability

One of the most prominent distinctions between machines and humans is the ability for cognitive behavior and learning. Traditionally, robotic machines were programmed to perform a specific function without the capability for adaptability or improvement. We now live in a world where robots are progressively integrated into our dynamic society, making it essential that robots and machines adapt to their ever-changing surroundings via machine learning.

This Research Topic aims to collate research that focuses on machine learning, improvement, and adaptability. We want to explore the ability of robots to perform tasks that require active cognition and interaction with their external environment.

This Research Topic welcomes research on but not limited to:

- Cognition (abstract thought, theory of mind, rational thinking, …)
- Robots and dynamic environments
- Reinforcement learning
- Transfer learning
- Solving tasks
- Calculation capability

Download ebook

Share

Editors

Italian Institute of Technology (IIT)

Jose De Jesus Rubio

National Polytechnic Institute (IPN)

National Cheng Kung University

Impact

72,593 Total views

61,100 Article views

10,325 Article downloads

1,168 Topic views

Published In

Journal Thumbnail

Frontiers in Neurorobotics

About Frontiers Research Topics

With their unique mixes of varied contributions from Original Research to Review Articles, Research Topics unify the most influential researchers, the latest key findings and historical advances in a hot research area! Find out more on how to host your own Frontiers Research Topic or contribute to one as an author.

Suggest a topic