Generation Navigator is a state-aware T2I agent trained via PRE-GRPO reinforcement learning to dynamically steer multi-turn generation, achieving 0.90 WISE score and 79.06% on T2I-ReasonBench.
B Pilot Study Details Pilot study details (Section 1).We construct a three-turn workflow on T2I-ReasonBench to compare action strategies
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Generation Navigator: A State-Aware Agentic Framework for Image Generation
Generation Navigator is a state-aware T2I agent trained via PRE-GRPO reinforcement learning to dynamically steer multi-turn generation, achieving 0.90 WISE score and 79.06% on T2I-ReasonBench.