AI Agent - arXivDaily 专题

2402.13754 2024-10-03 quant-ph cs.AI cs.LG 62%

Reinforcement learning-assisted quantum architecture search for variational quantum algorithms

Akash Kundu

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments With many pages, figures and tables, I, Akash Kundu upload the final version of my thesis! Including reviewers response and a kind of brief overview of recent quantum architecture search methods

2410.00359 2024-10-02 cs.CL cs.AI 62%

Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness

Xiao Peng, Xufan Geng

专题命中工具调用：agentic(abstract)；分类 cs.AI、cs.CL

Comments 10 pages, 6 figures

2409.14762 2024-09-24 cs.CL cs.AI 62%

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?

Yuyan Chen, Tianhao Yu, Yueze Li, Songzhou Yan, Sijia Liu, Jiaqing Liang, Yanghua Xiao

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.CL

Comments Accepted to ACL 2024 (Findings)

2409.13537 2024-09-23 cs.CL cs.AI 62%

ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources

Shuting Yang, Zehui Liu, Wolfgang Mayer

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments 15 pages,3 figures, WISE2024

2405.00629 2024-09-18 cs.LG cs.AI 62%

HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach

Malte Lehna, Clara Holzhüter, Sven Tomforde, Christoph Scholz

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 12 pages + 2 pages references, 9 Figures, submission planed in Sustainable Energy, Grids and Networks

2206.09743 2024-09-13 cs.AI cs.LG cs.SY eess.SY 62%

Guided Safe Shooting: model based reinforcement learning with safety constraints

Giuseppe Paolo, Jonas Gonzalez-Billandon, Albert Thomas, Balázs Kégl

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2409.04667 2024-09-11 cs.IR cs.CL cs.LG 62%

QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval

Hemanth Kandula, Damianos Karakos, Haoling Qiu, Benjamin Rozonoyer, Ian Soboroff, Lee Tarlin, Bonan Min

专题命中工具调用：agent(abstract)；分类 cs.CL、cs.LG

2408.01423 2024-08-05 cs.CL cs.AI 62%

Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting

Xiangyu Zhao, Chengqian Ma

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.CL

Comments 8 pages,4 figures

2408.01248 2024-08-05 cs.LG cs.AI 62%

Deep progressive reinforcement learning-based flexible resource scheduling framework for IRS and UAV-assisted MEC system

Li Dong, Feibo Jiang, Minjie Wang, Yubo Peng, Xiaolong Li

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 13 pages, 10 figures

Journal ref IEEE Transactions on Neural Networks and Learning Systems,2024

2407.20147 2024-07-30 quant-ph cs.AI cs.ET cs.LG cs.NE 62%

Quantum Machine Learning Architecture Search via Deep Reinforcement Learning

Xin Dai, Tzu-Chieh Wei, Shinjae Yoo, Samuel Yen-Chi Chen

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by IEEE International Conference on Quantum Computing and Engineering - QCE 2024

2407.12016 2024-07-18 cs.CL cs.AI 62%

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems

Jisoo Mok, Mohammad Kachuee, Shuyang Dai, Shayan Ray, Tara Taghavi, Sungroh Yoon

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

2404.01343 2024-07-18 cs.CL cs.AI 62%

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

Jingzhe Shi, Jialuo Li, Qinwei Ma, Zaiwen Yang, Huan Ma, Lei Li

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments Accepted by COLM 2024

2406.13655 2024-06-21 cs.LG cs.AI 62%

Improving GFlowNets with Monte Carlo Tree Search

Nikita Morozov, Daniil Tiapkin, Sergey Samsonov, Alexey Naumov, Dmitry Vetrov

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments ICML 2024 SPIGM Workshop

2406.11255 2024-06-18 cs.DB cs.AI cs.SE 62%

Liberal Entity Matching as a Compound AI Toolchain

Silvery D. Fu, David Wang, Wen Zhang, Kathleen Ge

专题命中工具调用：tool use(abstract)；分类 cs.AI、cs.SE

Comments 2 pages, compound ai systems 2024

2406.06792 2024-06-17 cs.LG cs.AI 62%

Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness

Dingrong Wang, Hitesh Sapkota, Zhiqiang Tao, Qi Yu

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 17 pages

2406.07325 2024-06-12 cs.AI cs.LG 62%

Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling

Constantin Waubert de Puiseau, Christian Dörpelkus, Jannik Peters, Hasan Tercan, Tobias Meisen

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Presented Workshop Paper at ICAPS2024

2405.12147 2024-06-12 cs.AI cs.CL 62%

Eliciting Problem Specifications via Large Language Models

Robert E. Wray, James R. Kirk, John E. Laird

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments 18 pages, Appendix. Revised in response to reviewer feedback. Accepted for Advances in Cognitive Systems (Jun 2024, Palermo)

2402.02456 2024-06-04 cs.LG cs.CL 62%

tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)

Junhua Zeng, Chao Li, Zhun Sun, Qibin Zhao, Guoxu Zhou

专题命中工具调用：workflow(abstract)；分类 cs.CL、cs.LG

Comments Accepted by ICML2024, pre-printed version

2405.19888 2024-05-31 cs.LG cs.AI 62%

Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu

专题命中工具调用：AI agent(abstract)；分类 cs.AI、cs.LG

Comments To appear on USENIX OSDI 2024

2309.14236 2024-05-14 cs.RO cs.AI cs.CV cs.LG 62%

MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation

Patrick Lancaster, Nicklas Hansen, Aravind Rajeswaran, Vikash Kumar

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 10 pages, 8 figures

2404.07732 2024-04-12 cs.AI cs.LG 62%

Monte Carlo Tree Search with Boltzmann Exploration

Michael Painter, Mohamed Baioumy, Nick Hawes, Bruno Lacerda

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments Camera ready version of NeurIPS2023 paper

Journal ref Advances in Neural Information Processing Systems 36 (2024)

2404.05440 2024-04-09 cs.AI cs.LG 62%

Tree Search-Based Policy Optimization under Stochastic Execution Delay

David Valensi, Esther Derman, Shie Mannor, Gal Dalal

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments Published in ICLR 2024

2404.01342 2024-04-03 cs.CL cs.AI 62%

DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model

Lirui Zhao, Yue Yang, Kaipeng Zhang, Wenqi Shao, Yuxin Zhang, Yu Qiao, Ping Luo, Rongrong Ji

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.CL

Comments Published as a conference paper at CVPR 2024

2404.00884 2024-04-02 cs.CL cs.AI 62%

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models

Wei He, Shichun Liu, Jun Zhao, Yiwen Ding, Yi Lu, Zhiheng Xi, Tao Gui, Qi Zhang, Xuanjing Huang

专题命中工具调用：tool-use(abstract)；分类 cs.AI、cs.CL

Comments Accepted to NAACL 2024 Findings

2402.17736 2024-03-19 cs.DS cs.AI cs.LG 62%

Learning-Based Algorithms for Graph Searching Problems

Adela Frances DePavia, Erasmo Tani, Ali Vakilian

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments AISTATS 2024

2310.10631 2024-03-19 cs.CL cs.AI cs.LO 62%

Llemma: An Open Language Model For Mathematics

Zhangir Azerbayev, Hailey Schoelkopf, Keiran Paster, Marco Dos Santos, Stephen McAleer, Albert Q. Jiang, Jia Deng, Stella Biderman, Sean Welleck

专题命中工具调用：tool use(abstract)；分类 cs.AI、cs.CL

Comments Updated references; corrected description of COPRA search budget

2403.03950 2024-03-07 cs.LG cs.AI stat.ML 62%

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL

Jesse Farebrother, Jordi Orbay, Quan Vuong, Adrien Ali Taïga, Yevgen Chebotar, Ted Xiao, Alex Irpan, Sergey Levine, Pablo Samuel Castro, Aleksandra Faust, Aviral Kumar, Rishabh Agarwal

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

2307.15337 2024-03-05 cs.CL cs.AI 62%

Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation

Xuefei Ning, Zinan Lin, Zixuan Zhou, Zifu Wang, Huazhong Yang, Yu Wang

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.CL

Comments In ICLR'24

2306.01711 2024-02-16 cs.AI cs.LG 62%

OMNI: Open-endedness via Models of human Notions of Interestingness

Jenny Zhang, Joel Lehman, Kenneth Stanley, Jeff Clune

专题命中工具调用：agent(abstract)；分类 cs.AI、cs.LG

Comments 47 pages, 33 figures

2210.01426 2024-02-08 cs.AI cs.LG cs.RO 62%

Continuous Monte Carlo Graph Search

Kalle Kujanpää, Amin Babadi, Yi Zhao, Juho Kannala, Alexander Ilin, Joni Pajarinen

专题命中工具调用：planning(abstract)；分类 cs.AI、cs.LG

Comments Accepted at AAMAS 2024 (full paper & oral)

1. 工具调用 5059 篇

Reinforcement learning-assisted quantum architecture search for variational quantum algorithms

Self-controller: Controlling LLMs with Multi-round Step-by-step Self-awareness

Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?

ShizishanGPT: An Agricultural Large Language Model Integrating Tools and Resources

HUGO -- Highlighting Unseen Grid Options: Combining Deep Reinforcement Learning with a Heuristic Target Topology Approach

Guided Safe Shooting: model based reinforcement learning with safety constraints

QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval

Prompt Recursive Search: A Living Framework with Adaptive Growth in LLM Auto-Prompting

Deep progressive reinforcement learning-based flexible resource scheduling framework for IRS and UAV-assisted MEC system

Quantum Machine Learning Architecture Search via Deep Reinforcement Learning

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

Improving GFlowNets with Monte Carlo Tree Search

Liberal Entity Matching as a Compound AI Toolchain

Reinforced Compressive Neural Architecture Search for Versatile Adversarial Robustness

Beyond Training: Optimizing Reinforcement Learning Based Job Shop Scheduling Through Adaptive Action Sampling

Eliciting Problem Specifications via Large Language Models

tnGPS: Discovering Unknown Tensor Network Structure Search Algorithms via Large Language Models (LLMs)

Parrot: Efficient Serving of LLM-based Applications with Semantic Variable

MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation

Monte Carlo Tree Search with Boltzmann Exploration

Tree Search-Based Policy Optimization under Stochastic Execution Delay

DiffAgent: Fast and Accurate Text-to-Image API Selection with Large Language Model

Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models

Learning-Based Algorithms for Graph Searching Problems

Llemma: An Open Language Model For Mathematics

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL

Skeleton-of-Thought: Prompting LLMs for Efficient Parallel Generation

OMNI: Open-endedness via Models of human Notions of Interestingness

Continuous Monte Carlo Graph Search