Philipp Schillinger

Adaptive Domain Modeling with Language Models: A Multi-Agent Approach to Task Planning

2025 · arXiv (Cornell University)

We introduce TAPAS (Task-based Adaptation and Planning using AgentS), a multi-agent framework that integrates Large Language Models (LLMs) with symbolic planning to solve complex tasks without the need for manually defined environment models. TAPAS employs …