evolutionary strategy

Evolutionary Strategies at Scale lead to Catastrophic Forgetting ACL 2026 AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks AAAI 2025 ERL-MPP: Evolutionary Reinforcement Learning with Multi-head Puzzle Perception for Solving Large-scale Jigsaw Puzzles of Eroded Gaps AAAI 2025 Generating Freeform Endoskeletal Robots ICLR 2025 Learning mirror maps in policy mirror descent ICLR 2025 Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving CVPR 2024 EASI: Evolutionary Adversarial Simulator Identification for Sim-to-Real Transfer NeurIPS 2024 EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024 Robust Black-Box Optimization for Stochastic Search and Episodic Reinforcement Learning JMLR 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 CamoPatch: An Evolutionary Strategy for Generating Camoflauged Adversarial Patches NeurIPS 2023 A Globally Convergent Evolutionary Strategy for Stochastic Constrained Optimization with Applications to Reinforcement Learning AISTATS 2022 A Minimal Model for Compositional Generalization on gSCAN EMNLP 2022 LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso AutoML 2022 Fast and Efficient Locomotion via Learned Gait Transitions CoRL 2021 Meta-Learning Bidirectional Update Rules ICML 2021 Searching for Robustness: Loss Learning for Noisy Classification Tasks ICCV 2021 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 Guided evolutionary strategies: augmenting random search with surrogate gradients ICML 2019 Contextual Covariance Matrix Adaptation Evolutionary Strategies IJCAI 2017 CMA-ES with Optimal Covariance Update and Storage Complexity NeurIPS 2016 DEAP: Evolutionary Algorithms Made Easy JMLR 2012