evolutionary algorithm

Designing Biological Sequences without Prior Knowledge Using Evolutionary Reinforcement Learning AAAI 2024 DetKDS: Knowledge Distillation Search for Object Detectors ICML 2024 Diffusion-ES: Gradient-free Planning with Diffusion for Autonomous and Instruction-guided Driving CVPR 2024 Direct Preference-Based Evolutionary Multi-Objective Optimization with Dueling Bandits NeurIPS 2024 Discovering Sparsity Allocation for Layer-wise Pruning of Large Language Models NeurIPS 2024 Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity NeurIPS 2024 Evolution and learning in differentiable robots RSS 2024 EvoRainbow: Combining Improvements in Evolutionary Reinforcement Learning for Policy Search ICML 2024 Feedback-Based Adaptive Crossover-Rate in Evolutionary Computation IJCAI 2024 FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor NeurIPS 2024 Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks AAAI 2024 Hardware Aware Evolutionary Neural Architecture Search Using Representation Similarity Metric WACV 2024 High-Fidelity Gradient Inversion in Distributed Learning AAAI 2024 How to Use the Metropolis Algorithm for Multi-Objective Optimization? AAAI 2024 Improved Evolutionary Algorithms for Submodular Maximization with Cost Constraints IJCAI 2024 Knowledge Fusion By Evolving Weights of Language Models ACL 2024 Leveraging Hyperbolic Embeddings for Coarse-to-Fine Robot Design ICLR 2024 Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization IJCAI 2024 MorphVAE: Advancing Morphological Design of Voxel-Based Soft Robots with Variational Autoencoders AAAI 2024 Neuroevolution of a Multi-Generator GAN (Student Abstract) AAAI 2024 Peptide Vaccine Design by Evolutionary Multi-Objective Optimization IJCAI 2024 PyPop7: A Pure-Python Library for Population-Based Black-Box Optimization JMLR 2024 Quality-Diversity Algorithms Can Provably Be Helpful for Optimization IJCAI 2024 Quality-Diversity through AI Feedback ICLR 2024 Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024