| Competitiveness of MAP-Elites against Proximal Policy Optimization on locomotion tasks in deterministic simulations | Sep 17, 2020 | Evolutionary AlgorithmsReinforcement Learning (RL) | CodeCode Available | 1 | 5 |
| A First Look at Kolmogorov-Arnold Networks in Surrogate-assisted Evolutionary Algorithms | May 26, 2024 | Evolutionary AlgorithmsKolmogorov-Arnold Networks | CodeCode Available | 1 | 5 |
| EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers | Sep 15, 2023 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
| NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search | Mar 28, 2020 | Bayesian OptimizationEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Evaluation and Efficiency Comparison of Evolutionary Algorithms for Service Placement Optimization in Fog Architectures | Jan 17, 2025 | DiversityEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| Differential Evolution with Reversible Linear Transformations | Feb 7, 2020 | DiversityEvolutionary Algorithms | CodeCode Available | 1 | 5 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 | 5 |
| LLM Guided Evolution - The Automation of Models Advancing Models | Mar 18, 2024 | AutoMLDecision Making | CodeCode Available | 1 | 5 |
| Scaling Multi-Objective Security Games Provably via Space Discretization Based Evolutionary Search | Mar 28, 2023 | Evolutionary Algorithms | CodeCode Available | 1 | 5 |
