| EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning | Jan 25, 2025 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 7 |
| Evolutionary Optimization of Model Merging Recipes | Mar 19, 2024 | Evolutionary AlgorithmsMath | CodeCode Available | 5 |
| GPU-accelerated Evolutionary Many-objective Optimization Using Tensorized NSGA-III | Apr 8, 2025 | Computational EfficiencyCPU | CodeCode Available | 3 |
| Bridging Evolutionary Algorithms and Reinforcement Learning: A Comprehensive Survey on Hybrid Algorithms | Jan 22, 2024 | Evolutionary Algorithmsreinforcement-learning | CodeCode Available | 3 |
| Automated Formulaic Alpha Generation for Quantitative Investing using Evolutionary Algorithms | Mar 13, 2022 | Evolutionary Algorithms | CodeCode Available | 3 |
| Diffusion Models are Evolutionary Algorithms | Oct 3, 2024 | DenoisingEvolutionary Algorithms | CodeCode Available | 3 |
| ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution | Feb 2, 2024 | Combinatorial OptimizationEvolutionary Algorithms | CodeCode Available | 3 |
| EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms | Jun 20, 2024 | Evolutionary Algorithms | CodeCode Available | 2 |
| Rank-based Non-dominated Sorting | Mar 25, 2022 | Evolutionary Algorithms | CodeCode Available | 2 |
| Mergenetic: a Simple Evolutionary Model Merging Library | May 16, 2025 | Evolutionary Algorithmsmodel | CodeCode Available | 2 |
| PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization | Dec 12, 2022 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 2 |
| Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap | Jan 18, 2024 | Code GenerationEvolutionary Algorithms | CodeCode Available | 2 |
| A Multi-objective Optimization Benchmark Test Suite for Real-time Semantic Segmentation | Apr 25, 2024 | Autonomous DrivingEvolutionary Algorithms | CodeCode Available | 2 |
| Modern Evolution Strategies for Creativity: Fitting Concrete Images and Abstract Concepts | Sep 18, 2021 | Evolutionary Algorithms | CodeCode Available | 2 |
| LibMOON: A Gradient-based MultiObjective OptimizatioN Library in PyTorch | Sep 4, 2024 | Evolutionary AlgorithmsFairness | CodeCode Available | 2 |
| Efficient Evolutionary Search Over Chemical Space with Large Language Models | Jun 23, 2024 | Drug DesignEvolutionary Algorithms | CodeCode Available | 2 |
| Evaluation and Efficiency Comparison of Evolutionary Algorithms for Service Placement Optimization in Fog Architectures | Jan 17, 2025 | DiversityEvolutionary Algorithms | CodeCode Available | 1 |
| ERL-Re^2: Efficient Evolutionary Reinforcement Learning with Shared State Representation and Individual Policy Representation | Oct 26, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Enhancing SAEAs with Unevaluated Solutions: A Case Study of Relation Model for Expensive Optimization | Sep 21, 2023 | Evolutionary AlgorithmsRelation | CodeCode Available | 1 |
| Efficient Generator of Mathematical Expressions for Symbolic Regression | Feb 20, 2023 | Evolutionary Algorithmsregression | CodeCode Available | 1 |
| ELEA -- Build your own Evolutionary Algorithm in your Browser | Feb 13, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| EpidemiOptim: A Toolbox for the Optimization of Control Policies in Epidemiological Models | Oct 9, 2020 | Deep Reinforcement LearningEpidemiology | 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 |
| EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers | Sep 15, 2023 | Evolutionary Algorithms | CodeCode Available | 1 |
| Black-Box Ripper: Copying black-box models using generative evolutionary algorithms | Oct 21, 2020 | Evolutionary Algorithms | CodeCode Available | 1 |
