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Deep Learning for Robotics: Transformation of Human Interactions

Introduction

Tech Swaran · 2023-08-12 18:06 · 0 claps · 1.0 min read
#deep-learning-robotics #transformational #robot-motion-planning #robot-manipulation #reinforcement-learning
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Wiki topics: ML · Machine Learning EDU · Education & Learning

Deep Learning for Robotics: Transformation of Human Interactions

Introduction

Robots can understand and interact with their environment thanks to the powerful innovation known as deep learning. Deep learning enables robots to learn and make decisions based on the facts they receive, much like how humans learn from their experiences.

  • Artificial neural networks, which resemble the brain of a robot, are used in deep learning. These networks are made up of neuron-like nodes that are interconnected. Similar to how our brain cells cooperate, each neuron receives information, analyses it, and transmits it to the following neuron.
  • Robots with deep learning capabilities may analyze and comprehend various facets of their surroundings using their neural networks. For example, they can utilize deep learning to identify items, comprehend their locations, and build maps of their surroundings.
  • Robots can regulate their movements and make judgments with the aid of deep learning. Robots are capable of picking up things, avoiding obstacles, and even communicating with people by learning from examples and training data.
  • Robots can learn and get better over time, which is one of the beautiful things about deep learning in robotics. Their neural networks can evolve and improve as more data and feedback are gathered and processed.

For more information please check out the below link:

https://deeplearningofpython.blogspot.com/2023/07/Deeplearning-Robotics-challengesandfuture-applications.html


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