Reinforcement learning - Wikipedia
While supervised learning and unsupervised learning algorithms respectively attempt to discover patterns in labeled and unlabeled data, reinforcement learning involves training an agent …
What is reinforcement learning? - IBM
In reinforcement learning, autonomous agents learn to perform a task by trial and error in the absence of any guidance from a human user. 1 It particularly addresses sequential decision …
What is reinforcement learning (RL)? - Google Cloud
Reinforcement learning: RL, as we've explored, focuses on learning through interaction with an environment and receiving feedback in the form of rewards or penalties; it's like learning by...
What Is Reinforcement Learning? - Coursera
Sep 26, 2024 · Reinforcement learning is a type of algorithm for machine learning that allows a robot or other artificial intelligence to solve problems through trial and error in unpredictable …
Introduction to Reinforcement Learning: A Beginner’s Guide
Aug 8, 2025 · Reinforcement Learning (RL) is a powerful branch of machine learning that enables an agent to learn how to make decisions through trial and error. Unlike other machine learning …
Reinforcement Learning · Open Encyclopedia of Cognitive Science
Dec 3, 2024 · Reinforcement learning (RL) refers to a process in which an agent (biological or artificial) learns how to behave in its environment by using a simple type of information: …
What Is Reinforcement Learning and How It Trains AI
Apr 25, 2025 · Unlike traditional machine learning models that learn from labeled data, reinforcement learning systems learn from experience. They try actions, observe the …
Reinforcement Learning: An Introductory Overview - DASCIN
Aug 4, 2025 · Reinforcement learning is a powerful branch of machine learning where agents learn to make decisions by interacting with their environment and receiving feedback in the …
Reinforcement Learning - GeeksforGeeks
Nov 7, 2025 · Reinforcement Learning (RL) is a branch of machine learning that focuses on how agents can learn to make decisions through trial and error to maximize cumulative rewards.
What is Reinforcement Learning? | Microsoft Azure
Discover what reinforcement learning is and how it helps AI systems adapt and improve over time. Reinforcement learning is a machine learning method where systems learn by interacting with …