AI Agent - arXivDaily 专题

2209.13536 2022-09-28 cs.NI cs.LG 57%

Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning

Peizheng Li, Hakan Erdol, Keith Briggs, Xiaoyang Wang, Robert Piechocki, Abdelrahim Ahmad, Rui Inacio, Shipra Kapoor, Angela Doufexi, Arjun Parekh

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments 7 pages, 5 figures. This paper has been accepted by 2022 IEEE 96th Vehicular Technology Conference (VTC2022-Fall)

2209.12107 2022-09-27 eess.SY cs.LG cs.SY 57%

Valuation of Public Bus Electrification with Open Data

Upadhi Vijay, Soomin Woo, Scott J. Moura, Akshat Jain, David Rodriguez, Sergio Gambacorta, Giuseppe Ferrara, Luigi Lanuzza, Christian Zulberti, Erika Mellekas, Carlo Papa

专题命中工具调用：tool use(abstract)；分类 cs.LG

2209.09608 2022-09-21 cs.AI 57%

Graph Value Iteration

Dieqiao Feng, Carla P. Gomes, Bart Selman

专题命中工具调用：planning(abstract)；分类 cs.AI

2209.05698 2022-09-14 cs.AI 57%

KSG: Knowledge and Skill Graph

Feng Zhao, Ziqi Zhang, Donglin Wang

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 5 pages, 7 figures, published to CIKM 2022

2111.13980 2022-09-13 cs.LG cs.CY 57%

Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development

Weipeng Zhou, Ryan J. Laundry, Paul L. Hebert, Gang Luo

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments Working on an updated version

2206.12542 2022-08-17 cs.LG 57%

Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning

Yang Yue, Bingyi Kang, Zhongwen Xu, Gao Huang, Shuicheng Yan

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments 13 pages, 4 figures

2208.07031 2022-08-17 cs.AI 57%

Non-Blocking Batch A* (Technical Report)

Rishi Veerapaneni, Maxim Likhachev

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 4 pages, 3 figures

2208.02867 2022-08-08 math.OC cs.AI cs.NE 57%

Memetic algorithms for Spatial Partitioning problems

Subhodip Biswas, Fanglan Chen, Zhiqian Chen, Chang-Tien Lu, Naren Ramakrishnan

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 32 pages, accepted at ACM Transactions on Spatial Algorithms and Systems: Special issue on the Best Papers from the 2020 ACM SIGSPATIAL Conference

2208.02029 2022-08-04 cs.AI 57%

Supervised and Reinforcement Learning from Observations in Reconnaissance Blind Chess

Timo Bertram, Johannes Fürnkranz, Martin Müller

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 4 Pages, IEEE Conference on Games 2022 short paper

2109.10883 2022-08-03 cs.NI cs.LG 57%

ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning

Paul Almasan, Shihan Xiao, Xiangle Cheng, Xiang Shi, Pere Barlet-Ros, Albert Cabellos-Aparicio

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments 12 pages, 9 figures

2206.12503 2022-06-28 cs.AI 57%

Multi-Modal and Multi-Factor Branching Time Active Inference

Théophile Champion, Marek Grześ, Howard Bowman

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 26 pages, 12 figures

2206.00216 2022-06-03 cs.CR cs.CL 57%

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Tianyu Chen, Hangbo Bao, Shaohan Huang, Li Dong, Binxing Jiao, Daxin Jiang, Haoyi Zhou, Jianxin Li, Furu Wei

专题命中工具调用：workflow(abstract)；分类 cs.CL

Comments Findings of ACL 2022

2111.11276 2022-05-25 cs.AI 57%

Branching Time Active Inference: empirical study and complexity class analysis

Théophile Champion, Howard Bowman, Marek Grześ

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 39 pages, 11 figures, accepted for publication in Neural Networks

2112.09245 2022-05-18 cs.LG 57%

Automated Deep Learning: Neural Architecture Search Is Not the End

Xuanyi Dong, David Jacob Kedziora, Katarzyna Musial, Bogdan Gabrys

专题命中工具调用：workflow(abstract)；分类 cs.LG

Comments 66 pages, 10 tables, 4 figures, 325 references; improve the old version with community feedback

2205.06720 2022-05-16 cs.CR cs.LG 57%

On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning

Wenxuan Bao, Luke A. Bauer, Vincent Bindschaedler

专题命中工具调用：workflow(abstract)；分类 cs.LG

2205.04548 2022-05-11 cs.MA cs.AI cs.RO 57%

Informed Steiner Trees: Sampling and Pruning for Multi-Goal Path Finding in High Dimensions

Nikhil Chandak, Kenny Chour, Sivakumar Rathinam, R. Ravi

专题命中工具调用：planning(abstract)；分类 cs.AI

2205.03195 2022-05-09 cs.LG cs.RO 57%

Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation

Maximilian Igl, Daewoo Kim, Alex Kuefler, Paul Mougin, Punit Shah, Kyriacos Shiarlis, Dragomir Anguelov, Mark Palatucci, Brandyn White, Shimon Whiteson

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments Accepted to ICRA-2022

2205.02850 2022-05-09 eess.IV cs.AI cs.CV 57%

A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images

Tingting Zheng, Weixing chen, Shuqin Li, Hao Quan, Qun Bai, Tianhang Nan, Song Zheng, Xinghua Gao, Yue Zhao, Xiaoyu Cui

专题命中工具调用：agent(abstract)；分类 cs.AI

2204.09052 2022-04-21 quant-ph cs.LG 57%

Optimizing Tensor Network Contraction Using Reinforcement Learning

Eli A. Meirom, Haggai Maron, Shie Mannor, Gal Chechik

专题命中工具调用：agent(abstract)；分类 cs.LG

2007.02686 2022-04-20 cs.NE cs.LG 57%

Meta-Learning through Hebbian Plasticity in Random Networks

Elias Najarro, Sebastian Risi

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments v5: Typo in initialization values corrected. v4: Typo in equation in 3.1 corrected. v3: Bug that made diagonal patterns appear has been fixed. Simulations have been re-run and plots updated. v2: Figures 1, 7 and Table 1 updated, new results on 4.1 added, typos corrected, references added

Journal ref Advances in Neural Information Processing Systems (2020)

2009.13579 2022-04-18 cs.LG stat.ML 57%

Novelty Search in Representational Space for Sample Efficient Exploration

Ruo Yu Tao, Vincent François-Lavet, Joelle Pineau

专题命中工具调用：planning(abstract)；分类 cs.LG

Comments 10 pages + references + appendix. Oral presentation at NeurIPS 2020

2111.11107 2022-04-13 cs.AI 57%

Branching Time Active Inference: the theory and its generality

Théophile Champion, Lancelot Da Costa, Howard Bowman, Marek Grześ

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments Accepted for publication in Neural Networks, 35 pages, 10 figures

2105.01423 2022-04-12 cs.LG 57%

Learning Traffic Speed Dynamics from Visualizations

Bilal Thonnam Thodi, Zaid Saeed Khan, Saif Eddin Jabari, Monica Menendez

专题命中工具调用：tool use(abstract)；分类 cs.LG

Comments 8 pages, 9 figures; Submitted to the 2021 IEEE International Intelligent Transportation Systems Conference (ITSC)

Journal ref The 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp.1239-1244

2011.03526 2022-04-12 q-bio.MN cs.LG cs.SI 57%

Identifying Stress Responsive Genes using Overlapping Communities in Co-expression Networks

Camila Riccio, Jorge Finke, Camilo Rocha

专题命中工具调用：workflow(abstract)；分类 cs.LG

2204.03514 2022-04-11 cs.AI cs.CV cs.RO 57%

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale

Ram Ramrakhya, Eric Undersander, Dhruv Batra, Abhishek Das

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 8 pages + supplement; fixed typos

2204.00925 2022-04-05 cs.SE cs.SY eess.SY 57%

A UCB-based Tree Search Approach to Joint Verification-Correction Strategy for Large Scale Systems

Peng Xu, Xinwei Deng, Alejandro Salado

专题命中工具调用：planning(abstract)；分类 cs.SE

Comments 23 pages, 10 figures

2110.09991 2022-04-04 cs.RO cs.AI cs.CV 57%

Towards Optimal Correlational Object Search

Kaiyu Zheng, Rohan Chitnis, Yoonchang Sung, George Konidaris, Stefanie Tellex

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 10 pages, 5 figures, 4 tables. IEEE Conference on Robotics and Automation (ICRA) 2022; minor fix in appendix & references

2203.15253 2022-03-30 cs.SD cs.LG eess.AS 57%

NeuraGen-A Low-Resource Neural Network based approach for Gender Classification

Shankhanil Ghosh, Chhanda Saha, Naagamani Molakathaala

专题命中工具调用：tool use(abstract)；分类 cs.LG

2203.13561 2022-03-28 cs.IR cs.AI 57%

Personalize Web Searching Strategies Classification and Comparison

Mariya Evtimova-Gardair, Ivan Momtchev

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments 5 pages

Journal ref Journal of Communication and Computer, David Publishing, ISSN: 1548-7709 (Print), 1930-1553 (Online), 2016, p.19-23

2203.06396 2022-03-15 cs.CL 57%

A combined approach to the analysis of speech conversations in a contact center domain

Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco

专题命中工具调用：agent(abstract)；分类 cs.CL

1. 工具调用 5062 篇

Transmit Power Control for Indoor Small Cells: A Method Based on Federated Reinforcement Learning

Valuation of Public Bus Electrification with Open Data

Graph Value Iteration

KSG: Knowledge and Skill Graph

Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development

Value-Consistent Representation Learning for Data-Efficient Reinforcement Learning

Non-Blocking Batch A* (Technical Report)

Memetic algorithms for Spatial Partitioning problems

Supervised and Reinforcement Learning from Observations in Reconnaissance Blind Chess

ENERO: Efficient Real-Time WAN Routing Optimization with Deep Reinforcement Learning

Multi-Modal and Multi-Factor Branching Time Active Inference

THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption

Branching Time Active Inference: empirical study and complexity class analysis

Automated Deep Learning: Neural Architecture Search Is Not the End

On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning

Informed Steiner Trees: Sampling and Pruning for Multi-Goal Path Finding in High Dimensions

Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation

A Deep Reinforcement Learning Framework for Rapid Diagnosis of Whole Slide Pathological Images

Optimizing Tensor Network Contraction Using Reinforcement Learning

Meta-Learning through Hebbian Plasticity in Random Networks

Novelty Search in Representational Space for Sample Efficient Exploration

Branching Time Active Inference: the theory and its generality

Learning Traffic Speed Dynamics from Visualizations

Identifying Stress Responsive Genes using Overlapping Communities in Co-expression Networks

Habitat-Web: Learning Embodied Object-Search Strategies from Human Demonstrations at Scale

A UCB-based Tree Search Approach to Joint Verification-Correction Strategy for Large Scale Systems

Towards Optimal Correlational Object Search

NeuraGen-A Low-Resource Neural Network based approach for Gender Classification

Personalize Web Searching Strategies Classification and Comparison

A combined approach to the analysis of speech conversations in a contact center domain