Hybrid LLM-Augmented Reinforcement Learning Agents for Complex Sequential Decision Tasks

Christophe D. Hounwanou, John Emeka Eze, Yaé Ulrich Gaba

Large Language Models (LLMs) have recently shown strong capabilities in reasoning, planning, and tool-use, enabling new forms of autonomous agents. However, LLM-based agents strugg…