Title:
REINFORCEMENT LEARNING METHOD, REINFORCEMENT LEARNING PROGRAM, AND REINFORCEMENT LEARNING APPARATUS
Document Type and Number:
Japanese Patent JP2020119008
Kind Code:
A
Abstract:
To improve learning efficiency by reinforcement learning.SOLUTION: A reinforcement learning apparatus 100 performs reinforcement learning on the basis of a series of control inputs to environment 110 for a plurality of steps ahead and a series of rewards from the environment 110 corresponding to the series of control inputs to the environment 110 for the plurality of steps ahead. The reinforcement learning apparatus 100 defines and uses the series of control inputs to the environment 110 for the plurality of steps ahead as action in reinforcement learning. Thus, the reinforcement learning apparatus 100 can improve learning efficiency by reinforcement learning.SELECTED DRAWING: Figure 1
Inventors:
IWANE HIDENAO
Application Number:
JP2019006968A
Publication Date:
August 06, 2020
Filing Date:
January 18, 2019
Export Citation:
Assignee:
FUJITSU LTD
International Classes:
G06N20/00; H02P9/00
Attorney, Agent or Firm:
Akinori Sakai