作者位次 #5/8ICLR 2026Poster· Reinforcement Learning / Online
EvoTest: Evolutionary Test-Time Learning for Self-Improving Agentic Systems
Yufei He · Juncheng Liu · Yue Liu · Yibo Li · Tri Cao · Zhiyuan Hu · Xinxing Xu · Bryan Hooi
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Yufei He · Juncheng Liu · Yue Liu · Yibo Li · Tri Cao · Zhiyuan Hu · Xinxing Xu · Bryan Hooi
Tri Cao · Bennett Lim · Yue Liu · Yuan Sui · YUEXIN LI · Shumin Deng · Lin Lu · Nay Oo · Shuicheng YAN · Bryan Hooi
Yuan Sui · Yufei He · Tri Cao · Sophia Simeng Han · Yulin Chen · Bryan Hooi
Large Language Models (LLMs) often struggle with computational efficiency and error propagation in multi-step reasoning tasks. While recent advancements on prompting and post-training have enabled LLMs to perform step-wise reasoning, they still tend to explore unproductive solution paths without...