Learning system and learning method comprising an event list database
AssigneeHonda Motor Co., Ltd.
InventorsJohane Takeuchi, Hiroshi Tsujino
Life of this patent
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Abstract
A learning system according to the present invention includes an event list database for storing a plurality of event lists, each of the event lists being a set including a series of state-action pairs which reaches a state-action pair immediately before earning a reward, an event list managing section for classifying state-action pairs into the plurality of event lists for storing, and a learning control section for updating expectation of reward of a state-action pair which is an element of each of the event lists.
Claims6
A learning system comprising:
- an event list database for storing a plurality of event lists, each of the event lists being a set including a series of state-action pairs which reaches a state-action pair immediately before earning a reward;
- an event list managing section for classifying state-action pairs into the plurality of event lists for storing;
- and
- a learning control section for updating expectation of reward of a state-action pair which is an element of each of the plurality of event lists.
A learning method in a learning system having an event list database for storing a plurality of event lists, each of the event lists being a set including a series of state-action pairs which reaches a state-action pair immediately before earning a reward, an event list managing section and a learning control section, the method comprising the steps of:
- classifying, by the event list managing section, state-action pairs into the plurality of event lists for storing;
- and
- updating, by the learning control section, expectation of reward of a state-action pair which is an element of each of the plurality of event lists.
Dependencies are inferred from the claim text.