Registered
METHOD AND APPARATUS FOR REINFORCEMENT MACHINE LEARNING
- Inventors
-
Hyunseok Kim, Song Soonyong, Son Young Sung, Ingook Jang, Choi Jin Chul, Jongkwon Son, Seonghyun Kim, Kim Myung Eun, Donghun Lee
- Application No.
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16929975 (2020.07.15)
- Publication No.
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20210019644 (2021.01.21)
- Registration No.
- 11989658 (2024.05.21)
- Country
- UNITED STATES
- Project Code
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18ZH1100, Distributed Intelligence Core Technology of Hyper-Connected Space,
Son Young Sung
- 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.
- KSP Keywords
- Collecting information, Communication interface, Reinforcement learning(RL), Statistical Analysis, learning unit, machine Learning, training phase
- Family
-