From Building Blocks to Planning: Multi-Step Spatial Reasoning in LLMs with Reinforcement Learning

Amir Tahmasbi, Sadegh Majidi, Kazem Taram +1

Spatial reasoning in large language models (LLMs) has gained increasing attention due to applications in navigation and planning. Despite strong general language capabilities, LLMs…