Tag: LLM agents
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SkillGraph: Optimizing LLM Tool Sequence Recommendations
Discover SkillGraph, a graph-based method enhancing tool selection and ordering for LLM agents, outperforming semantic-only approaches in API workflows.
Reducing Actor-Observer Bias in AI Agents with ReTAS
Discover how ReTAS uses dialectical alignment to reduce Actor-Observer Asymmetry, improving reliability and decision-making in AI agents.
Evaluating LLM Agents in Capture The Flag Cybersecurity Tests
Discover DeepRed, a benchmark assessing LLM agents' performance in realistic Capture The Flag cybersecurity challenges with partial-credit scoring.
PolicyBank: Enhancing Policy Compliance for LLM Agents
Discover how PolicyBank helps LLM agents evolve policy understanding to improve compliance and reduce errors in dynamic organizational environments.
Experience Compression Spectrum: Boosting LLM Agent Efficiency
Discover the Experience Compression Spectrum, unifying memory, skills, and rules to optimize LLM agents' efficiency and reduce computational overhead.