Haodong Duan
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2026
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
This paper introduces RNG-Bench, a benchmark suite to evaluate a model's ability to reconstruct past observations and act on them during multi-step interaction.
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cs.CVEmpiricalRecentJun 17, 2026
Beyond the Current Observation: Evaluating Multimodal Large Language Models in Controllable Non-Markov Games
Shengyuan Ding, Xilin Wei, Xinyu Fang, Haodong Duan +3 more
This paper introduces RNG-Bench, a benchmark suite to evaluate a model's ability to reconstruct past observations and act on them during multi-step interaction.
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