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Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics

企业系统需要学习的世界模型吗？上下文对推断动态的重要性

Jishnu Sethumadhavan Nair, Patrice Bechard, Rishabh Maheshwary, Surajit Dasgupta, Sravan Ramachandran, Aakash Bhagat, Shruthan Radhakrishna, Pulkit Pattnaik, Johan Obando-Ceron, Shiva Krishna Reddy Malay, Sagar Davasam, Seganrasan Subramanian, Vipul Mittal, Sridhar Krishna Nemala, Christopher Pal, Srinivas Sunkara, Sai Rajeswar

机构 * ServiceNow ； Mila 纠错

AI总结 本文探讨了在可配置的企业环境中，代理是否仍需学习动态规则，通过实验表明运行时发现动态比离线训练更鲁棒。