Rule-Based Reinforcement Learning for Document Image Classification with Vision Language Models

Michael Jungo, Andreas Fischer

Rule-based reinforcement learning has been gaining popularity ever since DeepSeek-R1 has demonstrated its success through simple verifiable rewards. In the domain of document analy…