Articles for tag: adaptive algorithms, AI frameworks, Google AI, large language models, multi-agent system, PlanGEN, planning and reasoning

Revolutionizing AI Planning: Google AI’s PlanGEN Enhances LLMs with Constraint-Guided Verification and Adaptive Algorithm Selection

Large language models have advanced significantly in understanding and generating natural language, but they still struggle with complex planning and reasoning tasks. Traditional methods often fail to adapt to real-world situations, leading to inaccuracies in tasks like scheduling and scientific problem-solving. To address this, Google AI has unveiled PlanGEN, a multi-agent framework that enhances planning ...