Neurorobotics explores Machine Learning

86.1K

views

58

authors

17

articles

Neurorobotics explores Machine Learning

86.1K

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

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Editors

Italian Institute of Technology (IIT)

Jose De Jesus Rubio

National Polytechnic Institute (IPN)

National Cheng Kung University

Impact

86,057 Total views

70,643 Article views

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1,179 Topic views

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Frontiers in Neurorobotics

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