18 citations · 49 across the 18 of their papers we have counts for
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cs.AI2025
COMPASS: Enhancing Agent Long-Horizon Reasoning with Evolving Context
Guangya Wan, Mingyang Ling, Xiaoqi Ren +3
Long-horizon tasks that require sustained reasoning and multiple tool interactions remain challenging for LLM agents: small errors compound across steps, and even state-of-the-art…
cs.AI2022
Exploit Customer Life-time Value with Memoryless Experiments
Zizhao Zhang, Yifei Zhao, Guangda Huzhang
As a measure of the long-term contribution produced by customers in a service or product relationship, life-time value, or LTV, can more comprehensively find the optimal strategy f…