SpaceTools: Tool-Augmented Spatial Reasoning via Double Interactive RL

This article introduces SpaceTools, a novel approach to spatial reasoning using tool augmentation and double interactive reinforcement learning (RL). The core idea is to enhance spatial reasoning capabilities by integrating tools within the RL framework. The use of 'double interactive RL' suggests a sophisticated interaction mechanism, likely involving both the agent and the environment, and potentially also with the tools themselves. The ArXiv source indicates this is a research paper, likely detailing the methodology, experiments, and results of this new approach. The focus on spatial reasoning suggests applications in robotics, navigation, and potentially other areas requiring understanding and manipulation of space.