LLM-Augmented Symbolic Reinforcement Learning with Landmark-Based Task Decomposition

Alireza Kheirandish, Duo Xu, Faramarz Fekri

One of the fundamental challenges in reinforcement learning (RL) is to take a complex task and be able to decompose it to subtasks that are simpler for the RL agent to learn. In th…