Invention Grant
- Patent Title: Deep evolved strategies with reinforcement
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Application No.: US16891108Application Date: 2020-06-03
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Publication No.: US11640516B2Publication Date: 2023-05-02
- Inventor: Aaron K. Baughman , Gray Franklin Cannon , Gary William Reiss , Corey B. Shelton , Stephen C. Hammer
- Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Applicant Address: US NY Armonk
- Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
- Current Assignee Address: US NY Armonk
- Agent L. Jeffrey Kelly
- Main IPC: G06N3/006
- IPC: G06N3/006 ; G06N3/08 ; G06N20/00 ; G06F18/211 ; G06F18/25

Abstract:
According to a first aspect of the present invention, there is provided a computer implemented method, a computer system and a computer program product, including training a set of exploitation models, training a set of exploration models, generating a combined exploitation and exploration heat map, and inputting the combined exploitation and exploration heat map into a convoluted neural network.
Public/Granted literature
- US20210383204A1 DEEP EVOLVED STRATEGIES WITH REINFORCEMENT Public/Granted day:2021-12-09
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