AI - Paper Without Code

Tianhao Wu, Janice Lan, Weizhe Yuan, Jiantao Jiao, Jason Weston, Sainbayar Sukhbaatar The research paper “THINKING LLMs: GENERAL INSTRUCTION FOLLOWING…

17 min read 0

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs (RAG for reasoning in agents)

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November 5, 2024

Liyi Chen, Panrong Tong, Zhongming Jin, Ying Sun, Jieping Ye, Hui Xiong The research paper “Plan-on-Graph: Self-Correcting Adaptive Planning of…

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Cognitive Architectures for Language Agents (How to use memory in reasoning)

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October 25, 2024

Theodore R. Sumers, Shunyu Yao, Karthik Narasimhan, Thomas L. Griffiths The paper “Cognitive Architectures for Language Agents” by Theodore R.…

18 min read 0

Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers (AI for 3-body problem)

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October 22, 2024

Alberto Alfarano, François Charton, Amaury Hayat The paper “Global Lyapunov functions: a long-standing open problem in mathematics, with symbolic transformers”…

13 min read 0

Agents Thinking Fast and Slow: A Talker-Reasoner Architecture

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October 16, 2024

Konstantina Christakopoulou, Shibl Mourad, Maja Matarić The paper “Agents Thinking Fast and Slow: A Talker-Reasoner Architecture” from Deepmind presents an…

19 min read 0

Gödel Agent: A Self-Referential Agent Framework for Recursive Self-Improvement (Code for a Gödel AutoML XGBoost)

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October 14, 2024

Xunjian Yin, Xinyi Wang, Liangming Pan, Xiaojun Wan, William Yang Wang The paper “GÖDEL AGENT: A SELF-REFERENTIAL FRAMEWORK FOR AGENTS…

14 min read 0

Agent-Oriented Planning in Multi-Agent Systems (build your perplexity pro agent)

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October 7, 2024

Ao Li, Yuexiang Xie, Songze Li, Fugee Tsung, Bolin Ding, Yaliang Li The paper “Agent-Oriented Planning in Multi-Agent Systems” introduces…