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Yifu Guo

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• EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning
• Shape of Thought: Progressive Object Assembly via Visual Chain-of-Thought
• RealMem: Benchmarking LLMs in Real-World Memory-Driven Interaction