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Reinforcement Learning In Artificial Intelligence-Explained
Reinforcement Learning is an advanced concept in Artificial Intelligence which has a great potential to empower businesses. In this blog post let us have a clear look at what exactly is Reinforcement Learning & its practical uses in the present time.
Defining Reinforcement Learning-
Reinforcement Learning refers to goal-oriented algorithms, where a particular “agent” learns to accomplish specific objective or goal while maximizing a set “reward” over many steps. This process involves sequential steps that are intended to resolve a problem. Its primary objective is to learn by Reinforcement Learning examples.
This process is like starting with a blank slate & then work towards reaching the goal, under the right conditions.
Reinforcement Learning in Artificial Intelligence-
While coming to Artificial Intelligence, Reinforcement Learning can be interpreted as a dynamic programming that teaches you algorithms using a system of reward and punishment.
Another advanced concept which you need to look out here is Deep Reinforcement Learning (DRL). This is a fast evolving subdivision of Artificial Intelligence which works towards solving most of the complex problems.
Applications of Reinforcement Learning-
The applications of Reinforcement Learning have spread across multiple domains. Some of the most fascinating applications of Reinforcement Learning are Robotics, Chatbots, and Self-Driving Cars.
Let’s have a look at how Reinforcement Learning is transforming different industries
- Robotics & Industrial Automation
Reinforcement Learning helps in delivering a value to RPA technology. It enables the robot to autonomously discover an optimal behaviour by implementing the trial-and-error interactions with its environment.
- Data Science & Machine Learning
Most of the Data Scientists makes use of Reinforcement Learning technique to make the process of designing neural network architectures easier.
- Education & Training
Reinforcement Learning is also playing crucial role in the education & training sector by delivering the students the best virtual classrooms based learning environment. The integration of Reinforcement Learning & Machine Learning methods there have lead to revolutionary changes in the online tutoring systems and personalized learning systems.
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Kumar Raja is a multidisciplinary writer, and lifelong learner. He’s a Digital Marketer in the making who spends his time analyzing the developments in the tech world. He’s very passionate about helping people understand the latest trends in the tech world through his well-researched articles. He’s able to condense complicated information about the latest technologies into easily digestible articles.