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Tag: Reinforcement Learning

Machine Learning (ML) - Everything You Need To Know

Machine Learning(ML) – Introduction to Basics

Machine Learning (ML) – It is the hottest subject of today’s time. DataScientist is the sexiest job of today but implementation of these buzz words in real business is missing big time. The real need is to clarify, demonstrate, extract real values and reap rewards. “Machine Learning” sounds as […]

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Machine Learning – Introduction to Reinforcement Learning

Reinforcement Learning (RL) – A more general form of machine learning than supervised learning or unsupervised learning. It learn from interaction with environment to achieve a goal or simply learns from reward and punishments. This learning is inspired by behaviourism phycology.   Reinforcement Learning (RL) – History From the best research I got the […]

Astonishing Hierarchy of Machine Learning Needs

Astonishing Hierarchy of Machine Learning Needs

Astonishing Hierarchy of Machine Learning Needs – Machine Learning entirely depend upon algorithms of two kinds Learning style Symmetry & similarity     Machine Learning is hottest subject of today’s time, DataScientist is the sexiest job of today but implementing these buzz words in real life business is […]

Reinforcement Learning

Reinforcement Learning – Reward for Learning

Reinforcement learning can be understood by using the concepts of agents, environments, states, actions and rewards. This is an area of machine learning; where there’s no answer key, but RL agent still has to decide how to act to perform its task. The agent is inspired by behaviourist psychology who decide how and what actions will taken in an environment to maximize some notion of cumulative reward.