LLM Agents
A2A Framework Enables Uncertainty-Aware Planning in AI Agents
New research introduces Assumptions-to-Actions (A2A), a framework that tracks LLM reasoning uncertainties to enable more robust planning and failure recovery in embodied AI agents.