November 2019
Intermediate to advanced
296 pages
7h 52m
English
Content preview from Hands-On Machine Learning with TensorFlow.js
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Solving the four-states environment
We assume that the simple environment has four global states. In every state, there are two possible actions. For simplicity, the transition can be settled deterministically, which means the next state is decided only by the current state and action taken by the agent. Here is the diagram illustrating the MDP we are discussing:
is the initial state, and 
is the goal. There are two possible actions, , and
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