Tag: autonomous agents
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Understanding Agent Behavior with ACT*ONOMY Framework
Learn how ACT*ONOMY provides a structured way to analyze and interpret autonomous agent behavior for better AI oversight and performance.
TRIAGE Framework: Assessing Metacognitive Control in LLMs
Discover how the TRIAGE framework evaluates metacognitive control in language models under resource constraints to boost autonomous agent efficiency.
Agent-ValueBench: Benchmark for Autonomous Agent Values
Discover Agent-ValueBench, a comprehensive benchmark evaluating autonomous agent values across 16 domains with 4,335 value-conflict tasks.
NEXUS: Safe & Robust Embodied Planning with Continual Learning
Discover NEXUS, a framework for safe, robust embodied planning using continual learning and symbolic constraints to enhance agent performance and safety.
Preventing Capability Loss in Self-Evolving LLM Agents
Explore how Capability-Preserving Evolution (CPE) helps self-evolving LLM agents maintain skills and prevent capability degradation during lifelong adaptat...