AI Agent

Task Memory Engine (TME): Enhancing State Awareness for Multi-Step LLM Agent Tasks

Ye Ye

机构 * Ye Ye（独立研究者） 纠错

专题命中 记忆与上下文管理 ：agent(title,abstract)；autonomous agent(abstract)；分类 cs.AI、cs.CL

Comments 14 pages, 5 figures. Preprint prepared for future submission. Includes implementation and token-efficiency analysis. Code at https://github.com/biubiutomato/TME-Agent

Chinese Court Simulation with LLM-Based Agent System

Kaiyuan Zhang, Jiaqi Li, Yueyue Wu, Haitao Li, Cheng Luo, Shaokun Zou, Yujia Zhou, Weihang Su, Qingyao Ai, Yiqun Liu

专题命中 记忆与上下文管理 ：agent(title,abstract)；planning(abstract)；分类 cs.AI

GRAID: Synthetic Data Generation with Geometric Constraints and Multi-Agentic Reflection for Harmful Content Detection

Melissa Kazemi Rad, Alberto Purpura, Himanshu Kumar, Emily Chen, Mohammad Shahed Sorower

机构 * Capital One, AI Foundations（Capital One人工智能基础） 纠错

专题命中 记忆与上下文管理 ：agentic(title,abstract)；分类 cs.CL、cs.LG

Comments 19 pages, 12 figures

Omne-R1: Learning to Reason with Memory for Multi-hop Question Answering

Boyuan Liu, Feng Ji, Jiayan Nan, Han Zhao, Weiling Chen, Shihao Xu, Xing Zhou

专题命中 记忆与上下文管理 ：workflow(abstract)；分类 cs.AI、cs.CL

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Huichi Zhou, Yihang Chen, Siyuan Guo, Xue Yan, Kin Hei Lee, Zihan Wang, Ka Yiu Lee, Guchun Zhang, Kun Shao, Linyi Yang, Jun Wang

机构 * AI Centre, UCL（UCL人工智能中心） ； Huawei Noah’s Ark Lab, UK（华为诺亚实验室（英国）） ； Jilin University（吉林大学） ； Institute of Automation, CAS（中国科学院自动化研究所） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.CL、cs.LG

TombRaider: Entering the Vault of History to Jailbreak Large Language Models

Junchen Ding, Jiahao Zhang, Yi Liu, Ziqi Ding, Gelei Deng, Yuekang Li

机构 * UNSW（新南威尔士大学） ； NTU（国立大学） 纠错

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI、cs.CL

Comments Main Conference of EMNLP

Federated Reinforcement Learning for Runtime Optimization of AI Applications in Smart Eyewears

Hamta Sedghani, Abednego Wamuhindo Kambale, Federica Filippini, Francesca Palermo, Diana Trojaniello, Danilo Ardagna

专题命中 记忆与上下文管理 ：agent(abstract)；分类 cs.AI

Geometry-Aware Edge-State Tracking for Resilient Affine Formation Control

Zhonggang Li, Raj Thilak Rajan

专题命中 记忆与上下文管理 ：agent(abstract)

Comments A part of this work is published at the 26th International Conference on Information Fusion 2023, DOI: 10.23919/FUSION52260.2023.10224101

Bimodal Dynamics of the Artificial Limit Order Book Stock Exchange with Autonomous Traders

Matej Steinbacher, Mitja Steinbacher, Matjaz Steinbacher

专题命中 记忆与上下文管理 ：agent(abstract)

Optimal Feedback Control in Social Networks in a McKean-Vlasov-Friedkin-Johnsen System

Paramahansa Pramanik

专题命中 记忆与上下文管理 ：agent(abstract)

Comments 42 pages, 4 figures