Method and apparatus for reinforcement machine learning
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United States of America
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May 21, 2024
Grant Date -
Jan 21, 2021
app pub date -
Jul 15, 2020
filing date -
Jul 15, 2020
priority date (Note) -
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Abstract
A method and an apparatus for exclusive reinforcement learning are provided, comprising: collecting information of states of an environment through the communication interface and performing a statistical analysis on the states using the collected information; determining a first state value of a first state among the states in a training phase and a second state value of a second state among the states in an inference phase based on analysis results of the statistical analysis; performing reinforcement learning by using one reinforcement learning unit of a plurality of reinforcement learning unit which performs reinforcement learnings from different perspectives according to the first state value; and selecting one of actions determined by the plurality of reinforcement learning unit based on the second state value and applying selected action to the environment.
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