Patent ID: 11948092
Assignee: NANJING UNIVERSITY OF AERONAUTICS AND ASTRONAUTICS
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 8:
9. The brain-inspired cognitive learning method according to claim 1, wherein in step (2g), the cognitive evaluation module compares the offline learning result {tilde over (y)} of the cognitive case in step (2e) with the previous learning result {tilde over (y)}best of the cognitive case in step (2f), transmits the better learning result and the offline algorithm model and hyper-parameter combination that achieve the better learning result to the cognitive case base as the updated, labeled ‘best’ algorithm model, hyper-parameter combination, and performance, and updates the cognitive case [f({tilde over (e)},{tilde over (x)}), (ãbest, {tilde over (λ)}best),{tilde over (y)}best] in step (2b), wherein {tilde over (e)} represents offline data describing the dynamic environment, {tilde over (x)} represents offline data describing the dynamic task, f represents the features, ãbest represents an offline labeled ‘best’ algorithm therein, {tilde over (λ)}best represents an offline labeled ‘best’ hyper-parameter combination therein.