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Academic · 1 min

Asymmetric Actor-Critic for Multi-turn LLM Agents

arXiv:2604.00304v1 Announce Type: new Abstract: Large language models (LLMs) exhibit strong reasoning and conversational abilities, but ensuring reliable behavior in multi-turn interactions remains challenging. In …

Shuli Jiang, Zhaoyang Zhang, Yi Zhang, Shuo Yang, Wei Xia, Stefano Soatto
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News · 1 min

SCOTUStoday for Thursday, April 2

It was a historic day at the Supreme Court on Wednesday, as President Donald Trump became the first sitting president to attend oral argument. Today’s …

Kelsey Dallas
17 views
Academic · 1 min

HippoCamp: Benchmarking Contextual Agents on Personal Computers

arXiv:2604.01221v1 Announce Type: new Abstract: We present HippoCamp, a new benchmark designed to evaluate agents' capabilities on multimodal file management. Unlike existing agent benchmarks that …

Zhe Yang, Shulin Tian, Kairui Hu, Shuai Liu, Hoang-Nhat Nguyen, Yichi Zhang, Zujin Guo, Mengying Yu, Zinan Zhang, Jingkang Yang, Chen Change Loy, Ziwei Liu
17 views