Preprint Open access
SCA: Spatial Credit Assignment for Reinforcement Learning of GUI Agents
GUI agents automate tasks on digital devices by grounding language instructions in visual interfaces. Existing group-relative reinforcement learning improves GUI action prediction by comparing the rewards of multiple responses sampled from the same GUI state. However, binary evaluation treats spatially different failed …