Reinforcement Learning

Reinforcement learning is the science of decision making, where an agent learns to behave in a way which will yield them maximum reward.

Google AI Introduces Menger, A Massive Large-Scale Distributed Reinforcement Learning (RL)...

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Reinforcement learning (RL) is a significant area of machine learning, with the potential to solve a lot of real world problems in various fields, like game...

Allen Institute for AI open-sources AllenAct, a framework designed with a...

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Allen Institute for AI open-sources AllenAct, a modular and flexible learning framework designed to focus on the unique requirements of Embodied-AI research. Allen Institute...

DeepMind releases Acme: A library of reinforcement learning components and agents

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DeepMind has recently released Acme, a library with an objective to simplify the development of reinforcement learning algorithms and agent building blocks. This application can be run...

How Artificial Intelligence Supports Human Intelligence in Business

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In June, researchers at MIT and Brown University revealed their latest creation: Northstar. The system uses artificial intelligence (AI) and machine learning to allow...

List Of Free Reinforcement Learning Courses/Resources Online

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Reinforcement Learning Offered at Georgia Tech as CS 8803Practical Reinforcement LearningReinforcement Learning ExplainedReinforcement Learning in FinanceIntroduction to reinforcement learningDeep Reinforcement Learning CS 294-112 at UC BerkeleyAn...

Combining Deep and Reinforcement learning

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Machine learning fundamentally involves learning from the data and making conclusions/decisions about a given problem. It utilizes the following popular approaches. Supervised learning: In supervised...
Artificial Intelligence Trends

How reinforcement learning can help in solving real-world problems?

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Reinforcement Learning is a machine learning framework that enables an agent to evaluate the current environment, take optimal action, and get feedback from the...

Harnessing curiosity in Reinforcement Learning

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Reinforcement learning is a specialized area of artificial intelligence where an algorithm applies independent and goal-oriented learning, based on rewards received from an environment....

14 Great Articles To Read About TensorFlow

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First Steps with TensorFlow: ToolkitGoogle + open-source = TensorFlow 9 Things You Should Know About TensorFlowDeep Learning with TensorFlow in Python TensorFlow Tutorial For BeginnersImage Segmentation...

Artificial Intelligence – A Bitter-Sweet Symphony in Modelling

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We have seen tremendous progress by artificial intelligence (AI) over the past decades. This progress, however, was not achieved steadily. There were significant ups...
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