AI Agent

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts

Ming Wang, Yuanzhong Liu, Xiaoyu Liang, Yijie Huang, Daling Wang, Xiaocui Yang, Sijia Shen, Shi Feng, Xiaoming Zhang, Chaofeng Guan, Yifei Zhang

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

Comments arXiv admin note: text overlap with arXiv:2402.16929

FASTER: Fusion AnalyticS for public Transport Event Response

Sebastien Blandin, Laura Wynter, Hasan Poonawala, Sean Laguna, Basile Dura

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

MITHOS: Interactive Mixed Reality Training to Support Professional Socio-Emotional Interactions at Schools

Lara Chehayeb, Chirag Bhuvaneshwara, Manuel Anglet, Bernhard Hilpert, Ann-Kristin Meyer, Dimitra Tsovaltzi, Patrick Gebhard, Antje Biermann, Sinah Auchtor, Nils Lauinger, Julia Knopf, Andreas Kaiser, Fabian Kersting, Gregor Mehlmann, Florian Lingenfelser, Elisabeth André

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

A Universal Knowledge Model and Cognitive Architecture for Prototyping AGI

Artem Sukhobokov, Evgeny Belousov, Danila Gromozdov, Anna Zenger, Ilya Popov

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

State and Action Factorization in Power Grids

Gianvito Losapio, Davide Beretta, Marco Mussi, Alberto Maria Metelli, Marcello Restelli

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

Improving Automatic Parallel Training via Balanced Memory Workload Optimization

Yujie Wang, Youhe Jiang, Xupeng Miao, Fangcheng Fu, Shenhan Zhu, Xiaonan Nie, Yaofeng Tu, Bin Cui

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

Comments arXiv admin note: substantial text overlap with arXiv:2211.13878

I Know How: Combining Prior Policies to Solve New Tasks

Malio Li, Elia Piccoli, Vincenzo Lomonaco, Davide Bacciu

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

Comments 7 pages, Conference on Games (CoG) 2024

Maelstrom Networks

Matthew Evanusa, Cornelia Fermüller, Yiannis Aloimonos

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

A Best-of-Both-Worlds Algorithm for Constrained MDPs with Long-Term Constraints

Jacopo Germano, Francesco Emanuele Stradi, Gianmarco Genalti, Matteo Castiglioni, Alberto Marchesi, Nicola Gatti

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

Fact Probability Vector Based Goal Recognition

Nils Wilken, Lea Cohausz, Christian Bartelt, Heiner Stuckenschmidt

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

Comments Will be presented at ECAI 2024

Obfuscated Memory Malware Detection

Sharmila S P, Aruna Tiwari, Narendra S Chaudhari

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

Comments 8 pages 9 figures presented in IEEE CCEM Conference paper

State Representations as Incentives for Reinforcement Learning Agents: A Sim2Real Analysis on Robotic Grasping

Panagiotis Petropoulakis, Ludwig Gräf, Mohammadhossein Malmir, Josip Josifovski, Alois Knoll

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

Comments Accepted to IEEE International Conference on Systems, Man, and Cybernetics (SMC) 2024

Drift Control of High-Dimensional RBM: A Computational Method Based on Neural Networks

Baris Ata, J. Michael Harrison, Nian Si

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

CardioGenAI: A Machine Learning-Based Framework for Re-Engineering Drugs for Reduced hERG Liability

Gregory W. Kyro, Matthew T. Martin, Eric D. Watt, Victor S. Batista

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

Y Social: an LLM-powered Social Media Digital Twin

Giulio Rossetti, Massimo Stella, Rémy Cazabet, Katherine Abramski, Erica Cau, Salvatore Citraro, Andrea Failla, Riccardo Improta, Virginia Morini, Valentina Pansanella

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

Comments 29 pages, 5 figures

Deep State-Space Generative Model For Correlated Time-to-Event Predictions

Yuan Xue, Denny Zhou, Nan Du, Andrew M. Dai, Zhen Xu, Kun Zhang, Claire Cui

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

Comments Proceedings of the 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining

Regret Analysis of Multi-task Representation Learning for Linear-Quadratic Adaptive Control

Bruce D. Lee, Leonardo F. Toso, Thomas T. Zhang, James Anderson, Nikolai Matni

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

GNFactor: Multi-Task Real Robot Learning with Generalizable Neural Feature Fields

Yanjie Ze, Ge Yan, Yueh-Hua Wu, Annabella Macaluso, Yuying Ge, Jianglong Ye, Nicklas Hansen, Li Erran Li, Xiaolong Wang

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

Comments CoRL 2023 Oral. Website: https://yanjieze.com/GNFactor/

Geometric Active Exploration in Markov Decision Processes: the Benefit of Abstraction

Riccardo De Santi, Federico Arangath Joseph, Noah Liniger, Mirco Mutti, Andreas Krause

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

Comments ICML 2024

On Causally Disentangled State Representation Learning for Reinforcement Learning based Recommender Systems

Siyu Wang, Xiaocong Chen, Lina Yao

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

RoT: Enhancing Large Language Models with Reflection on Search Trees

Wenyang Hui, Kewei Tu

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

Comments 9 pages main

MARVEL: MR Fingerprinting with Additional micRoVascular Estimates using bidirectional LSTMs

Antoine Barrier, Thomas Coudert, Aurélien Delphin, Benjamin Lemasson, Thomas Christen

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

Qualitative Event Perception: Leveraging Spatiotemporal Episodic Memory for Learning Combat in a Strategy Game

Will Hancock, Kenneth D. Forbus

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

Comments 16 pages, 10 figures

Contextualized Hybrid Ensemble Q-learning: Learning Fast with Control Priors

Emma Cramer, Bernd Frauenknecht, Ramil Sabirov, Sebastian Trimpe

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

Online Stackelberg Optimization via Nonlinear Control

William Brown, Christos Papadimitriou, Tim Roughgarden

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

Comments COLT 2024

LExCI: A Framework for Reinforcement Learning with Embedded Systems

Kevin Badalian, Lucas Koch, Tobias Brinkmann, Mario Picerno, Marius Wegener, Sung-Yong Lee, Jakob Andert

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

Comments The code, models, and data used for this work are available in a separate branch of LExCI's GitHub repository (https://github.com/mechatronics-RWTH/lexci-2/tree/lexci_paper). This paper has been submitted to Applied Intelligence (https://link.springer.com/journal/10489). 2024-06-27: Updated the footnote on the title page so that it provides information about the paper's Version of Record

Journal ref Applied Intelligence (2024)

Devil's Advocate: Anticipatory Reflection for LLM Agents

Haoyu Wang, Tao Li, Zhiwei Deng, Dan Roth, Yang Li

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

Comments 13 pages, 6 figures

MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading

Chuqiao Zong, Chaojie Wang, Molei Qin, Lei Feng, Xinrun Wang, Bo An

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

Comments Accepted to KDD 2024

Current state of LLM Risks and AI Guardrails

Suriya Ganesh Ayyamperumal, Limin Ge

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

Comments Independent study, Exploring LLMs, Deploying LLMs and their Risks

Surprise! Using Physiological Stress for Allostatic Regulation Under the Active Inference Framework [Pre-Print]

Imran Khan, Robert Lowe

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

Comments 14 pages, 4 figures