April 2018
Beginner to intermediate
500 pages
11h 26m
English
book
Hands-On Machine Learning on Google Cloud Platform
by Giuseppe Ciaburro, V Kishore Ayyadevara, Alexis Perrier, Bryan Fry, Antonio Gulli
Content preview from Hands-On Machine Learning on Google Cloud Platform
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Agent-Environment interface
Reinforcement learning can be seen as a special case of the interaction problem for achieving a goal. The entity that must reach the goal is called an agent. The entity with which the agent must interact is called the environment, which corresponds to everything that is external to the agent.
So far, we have focused more on the term agent, but what does it represent? The agent is a software entity that performs services on behalf of another program, usually automatically and invisibly. These software are also called smart agents.
The following are the most important features of an agent:
- It can choose an action on the environment between a continuous and a discrete set
- Action depends on the situation. The situation ...
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