Tag: evolutionary algorithms
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Evo-L2S: Efficient Multi-Objective Model Merging
Discover Evo-L2S, a multi-objective evolutionary merging framework that boosts reasoning model efficiency and accuracy while reducing output length.
SignalClaw: AI-Driven Interpretable Traffic Signal Control
Discover SignalClaw, an AI framework using LLMs to evolve interpretable, adaptive traffic signal control skills for improved urban traffic management.
ReVEL: LLM-Guided Heuristic Evolution for Optimization
Discover ReVEL, a multi-turn LLM-guided framework enhancing heuristic evolution for NP-hard combinatorial optimization via structured feedback.
AgenticRed: Automated Red-Teaming for AI Safety
Discover AgenticRed, an automated system evolving red-teaming strategies to enhance AI safety with high attack success and robust vulnerability detection.
Solve Constraint Optimization with LLMs via AutoCO Method
Discover AutoCO, a breakthrough method using large language models for solving complex constraint optimization problems with bidirectional coevolution.