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Evolutionary Algorithms

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TitleStatusHype
Information retrieval system using evolutionary algorithms—0
ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy RepresentationCode1
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture SearchCode0
Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning—0
A Secure Federated Data-Driven Evolutionary Multi-objective Optimization Algorithm—0
E2R: a Hierarchical-Learning inspired Novelty-Search method to generate diverse repertoires of grasping trajectories—0
Accelerating the Evolutionary Algorithms by Gaussian Process Regression with ε-greedy acquisition function—0
Multi-objective optimization via equivariant deep hypervolume approximationCode0
Evolution is Still Good: Theoretical Analysis of Evolutionary Algorithms on General Cover Problems—0
NeuroEvo: A Cloud-based Platform for Automated Design and Training of Neural Networks using Evolutionary and Particle Swarm Algorithms—0
Comparative Study of Q-Learning and NeuroEvolution of Augmenting Topologies for Self Driving Agents—0
Evolutionary Deep Reinforcement Learning Using Elite Buffer: A Novel Approach Towards DRL Combined with EA in Continuous Control Tasks—0
Diversity and Novelty MasterPrints: Generating Multiple DeepMasterPrints for Increased User Coverage—0
Fast Re-Optimization of LeadingOnes with Frequent ChangesCode0
What to Prune and What Not to Prune at Initialization—0
Understandable Controller Extraction from Video Observations of Swarms—0
Accelerating differential evolution algorithm with Gaussian sampling based on estimating the convergence points—0
Evolving the MCTS Upper Confidence Bounds for Trees Using a Semantic-inspired Evolutionary Algorithm in the Game of Carcassonne—0
Differential evolution variants for Searching D- and A-optimal designs—0
Enhanced Opposition Differential Evolution Algorithm for Multimodal Optimization—0
A multiplicity-preserving crossover operator on graphs. Extended version—0
Runtime Analysis of the (1+1) EA on Weighted Sums of Transformed Linear Functions—0
Evolutionary bagging for ensemble learningCode0
A New Kind of Adversarial ExampleCode0
Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification—0
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