Search Results for author: Damien Coyle

Found 2 papers, 0 papers with code

R2 Indicator and Deep Reinforcement Learning Enhanced Adaptive Multi-Objective Evolutionary Algorithm

no code implementations11 Apr 2024 Farajollah Tahernezhad-Javazm, Debbie Rankin, Naomi Du Bois, Alice E. Smith, Damien Coyle

These six algorithms include the operators used in R2-RLMOEA as well as an R2 indicator-based algorithm that randomly selects operators during optimization.

reinforcement-learning

Deep Predictive Coding with Bi-directional Propagation for Classification and Reconstruction

no code implementations29 May 2023 Senhui Qiu, Saugat Bhattacharyya, Damien Coyle, Shirin Dora

Each layer in the networks trained using DBPC learn to predict the activities of neurons in the previous and next layer which allows the network to simultaneously perform classification and reconstruction tasks using feedforward and feedback propagation, respectively.

Classification

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