Research Papers

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Can LLMs Help AI Learn Faster? A New Approach to Reinforcement Learning

Zichao Shen|Tianchen Zhu|Qingyun Sun|Shiqi Gao|Jianxin Li

Unlocking Your Dream Smart Home: How AI Can Personalize Your Space

Jordan Rey-Jouanchicot|André Bottaro|Eric Campo|Jean-Léon Bouraoui|Nadine Vigouroux|Frédéric Vella

Can AI Really Be the Brains of a Home Robot?

Jinming Li|Yichen Zhu|Zhiyuan Xu|Jindong Gu|Minjie Zhu|Xin Liu|Ning Liu|Yaxin Peng|Feifei Feng|Jian Tang

InfiniGen: How LLMs Can Generate Infinite Text

Wonbeom Lee|Jungi Lee|Junghwan Seo|Jaewoong Sim

How Confident is Your AI? Measuring Uncertainty in Large Language Models

Ferhat Ozgur Catak|Murat Kuzlu

Giving Robots a Voice: Controlling Robots with Natural Language

Christopher E. Mower|Yuhui Wan|Hongzhan Yu|Antoine Grosnit|Jonas Gonzalez-Billandon|Matthieu Zimmer|Jinlong Wang|Xinyu Zhang|Yao Zhao|Anbang Zhai|Puze Liu|Daniel Palenicek|Davide Tateo|Cesar Cadena|Marco Hutter|Jan Peters|Guangjian Tian|Yuzheng Zhuang|Kun Shao|Xingyue Quan|Jianye Hao|Jun Wang|Haitham Bou-Ammar

Can AI Really Use Your Apps? A New Benchmark Reveals the Truth

Haiyang Shen|Yue Li|Desong Meng|Dongqi Cai|Sheng Qi|Li Zhang|Mengwei Xu|Yun Ma

Unlocking AI’s Potential: Teaching Large Language Models to Learn From Each Other

Yixing Li|Yuxian Gu|Li Dong|Dequan Wang|Yu Cheng|Furu Wei

Unlocking Meaning: How AI Breaks Down Text into Atomic Facts

Mohammad Javad Hosseini|Yang Gao|Tim Baumgärtner|Alex Fabrikant|Reinald Kim Amplayo

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