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Evolutionary Algorithm

9 papers

Papers per year

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4

Papers

Cognitive Alpha Mining via LLM-Driven Code-Based Evolution ACL 2026

EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ACL 2026

Nature-Inspired Population-Based Evolution of Large Language Models ACL 2026

Evolutionary Search for Automated Design of Uncertainty Quantification Methods ACL 2026

Balanced Adaptive Subspace Collaboration for Mixed Pareto-Lexicographic Multi-Objective Problems with Priority Levels AAAI 2025

Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures AAAI 2021

Running Time Analysis of MOEA/D with Crossover on Discrete Optimization Problem AAAI 2019

Recurrent World Models Facilitate Policy Evolution NIPS 2018

Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents NIPS 2018