| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms | May 26, 2024 | Evolutionary AlgorithmsKolmogorov-Arnold Networks | CodeCode Available | 1 |
| Evolutionary Large Language Model for Automated Feature Transformation | May 25, 2024 | Efficient ExplorationEvolutionary Algorithms | CodeCode Available | 1 |
| Differential Evolution with Reversible Linear Transformations | Feb 7, 2020 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| Rolling Horizon Evolutionary Algorithms for General Video Game Playing | Mar 27, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
| Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search | Mar 28, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| Symbolic Regression with a Learned Concept Library | Sep 14, 2024 | Evolutionary AlgorithmsLanguage Modeling | CodeCode Available | 1 |
| Procedural Synthesis of Synthesizable Molecules | Aug 24, 2024 | Evolutionary AlgorithmsProgram Synthesis | CodeCode Available | 1 |
| EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers | Sep 15, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| Uncrowded Hypervolume-based Multi-objective Optimization with Gene-pool Optimal Mixing | Apr 10, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 |
| What if Eye...? Computationally Recreating Vision Evolution | Jan 25, 2025 | Evolutionary Algorithms | CodeCode Available | 1 |
| Benchmarking Algorithms for Submodular Optimization Problems Using IOHProfiler | Feb 2, 2023 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 1 |
| Black-Box Ripper: Copying black-box models using generative evolutionary algorithms | Oct 21, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
| A Study of a Genetic Algorithm for Polydisperse Spray Flames | Aug 11, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
| A Survey On (Stochastic Fractal Search) Algorithm | Jan 25, 2021 | Evolutionary AlgorithmsSurvey | CodeCode Available | 1 |
| Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction | Aug 1, 2023 | Click-Through Rate PredictionEvolutionary Algorithms | CodeCode Available | 1 |
| Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations | Sep 17, 2020 | Evolutionary AlgorithmsReinforcement Learning (RL) | CodeCode Available | 1 |
| ELEA -- Build your own Evolutionary Algorithm in your Browser | Feb 13, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| EVOS: Efficient Implicit Neural Training via EVOlutionary Selector | Dec 13, 2024 | Evolutionary AlgorithmsSelection bias | CodeCode Available | 1 |
| A Hardware-Aware Framework for Accelerating Neural Architecture Search Across Modalities | May 19, 2022 | Evolutionary Algorithmsimage-classification | —Unverified | 0 |
| A guided journey through non-interactive automatic story generation | Oct 8, 2021 | Evolutionary AlgorithmsStory Generation | —Unverified | 0 |
| A Constraint Driven Solution Model for Discrete Domains with a Case Study of Exam Timetabling Problems | Feb 8, 2020 | Evolutionary Algorithms | —Unverified | 0 |
| A Genetic Programming System with an Epigenetic Mechanism for Traffic Signal Control | Mar 9, 2019 | Evolutionary AlgorithmsTraffic Signal Control | —Unverified | 0 |
| A General Dichotomy of Evolutionary Algorithms on Monotone Functions | Mar 25, 2018 | Evolutionary Algorithms | —Unverified | 0 |
