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Evolutionary Algorithm

58 papers

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Papers

Variance-Reduced Gradient Estimation via Noise-Reuse in Online Evolution Strategies NIPS 2023
A Proof That Using Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation AAAI 2023
Winning the CityLearn Challenge: Adaptive Optimization with Evolutionary Search under Trajectory-Based Guidance AAAI 2023
Breeding Machine Translations: Evolutionary approach to survive and thrive in the world of automated evaluation ACL 2023
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NIPS 2022
Game Design for Better Security of Combination Locks AAAI 2022
A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract) AAAI 2022
Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding NIPS 2021
Warm Starting CMA-ES for Hyperparameter Optimization AAAI 2021
Evolutionary Approach for AutoAugment Using the Thermodynamical Genetic Algorithm AAAI 2021
OpEvo: An Evolutionary Method for Tensor Operator Optimization AAAI 2021
Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021
Logic Guided Genetic Algorithms (Student Abstract) AAAI 2021
Improving the Morphology and Control Policy of Self-reconfiguring Modular Robots in Dynamic Environment (Student Abstract) AAAI 2021
An Interactive Regret-Based Genetic Algorithm for Solving Multi-Objective Combinatorial Optimization Problems AAAI 2020
Cakewalk Sampling AAAI 2020
Subset Selection by Pareto Optimization with Recombination AAAI 2020
Evolutionarily Learning Multi-Aspect Interactions and Influences from Network Structure and Node Content AAAI 2019
A Two-Individual Based Evolutionary Algorithm for the Flexible Job Shop Scheduling Problem AAAI 2019
Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019
An Innovative Genetic Algorithm for the Quantum Circuit Compilation Problem AAAI 2019
EIGEN: Ecologically-Inspired GENetic Approach for Neural Network Structure Searching From Scratch CVPR 2019
Generating Modern Poetry Automatically in Finnish EMNLP 2019
Evolutionary Learning of Existential Rules IJCAI 2019
Recurrent World Models Facilitate Policy Evolution NIPS 2018