AI Agent - arXivDaily 专题

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

2201.11628 2022-03-14 cs.CR cs.LG cs.NI 57%

Early Detection of Network Attacks Using Deep Learning

Tanwir Ahmad, Dragos Truscan, Juri Vain, Ivan Porres

专题命中工具调用：tool use(abstract)；分类 cs.LG

Comments Submitted to ITEQS 2022 Workshop

2105.11888 2022-03-10 cs.AI cs.DS 57%

Bi-objective Search with Bi-directional A*

Saman Ahmadi, Guido Tack, Daniel Harabor, Philip Kilby

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 16 pages, 4 figures, in Proceedings of The European Symposium on Algorithms 2021 (ESA21), Changes: including the backward search of BOBA*

2203.03328 2022-03-08 cs.LG cs.NE 57%

Automated Few-Shot Time Series Forecasting based on Bi-level Programming

Jiangjiao Xu, Ke Li

专题命中工具调用：planning(abstract)；分类 cs.LG

2202.11824 2022-02-25 cs.CR cs.LG 57%

Using Deep Learning to Detect Digitally Encoded DNA Trigger for Trojan Malware in Bio-Cyber Attacks

Mohd Siblee Islam, Stepan Ivanov, Hamdan Awan, Jennifer Drohan, Sasitharan Balasubramaniam, Lee Coffey, Srivatsan Kidambi, Witty Sri-saan

专题命中工具调用：tool use(abstract)；分类 cs.LG

2108.00710 2022-02-21 cs.RO cs.AI 57%

Multi-Objective Path-Based D* Lite

Zhongqiang Ren, Sivakumar Rathinam, Maxim Likhachev, Howie Choset

专题命中工具调用：planning(abstract)；分类 cs.AI

Comments 8 pages

2202.03149 2022-02-08 eess.IV cs.LG 57%

Neural Network based Inter bi-prediction Blending

Franck Galpin, Philippe Bordes, Thierry Dumas, Pavel Nikitin, Fabrice Le Leannec

专题命中工具调用：tool use(abstract)；分类 cs.LG

Journal ref VCIP 2021

2202.01375 2022-02-04 cs.CR cs.LG cs.NI 57%

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm

Peiying Zhang, Chao Wang, Chunxiao Jiang, Neeraj Kumar, Qinghua Lu

专题命中工具调用：agent(abstract)；分类 cs.LG

2201.11182 2022-01-28 cs.LG cs.NE 57%

Hyperparameter Tuning for Deep Reinforcement Learning Applications

Mariam Kiran, Melis Ozyildirim

专题命中工具调用：agent(abstract)；分类 cs.LG

Comments 11 pages, 6 figures

2201.08883 2022-01-25 cs.AI 57%

The Rational Selection of Goal Operations and the Integration ofSearch Strategies with Goal-Driven Autonomy

Sravya Kondrakunta, Venkatsampath Raja Gogineni, Michael T. Cox, Demetris Coleman, Xiaobao Tan, Tony Lin, Mengxue Hou, Fumin Zhang, Frank McQuarrie, Catherine R. Edwards

专题命中工具调用：agent(abstract)；分类 cs.AI

Comments Presented at The Ninth Advances in Cognitive Systems (ACS) Conference 2021 (arXiv:2201.06134)

2201.08574 2022-01-24 cs.CV cs.AI cs.MM 57%

Classroom Slide Narration System

Jobin K. V., Ajoy Mondal, C. V. Jawahar

专题命中工具调用：tool use(abstract)；分类 cs.AI

Journal ref CVIP 2021

2105.14780 2022-01-13 cs.LG 57%

Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning

Matthias Müller-Brockhausen, Mike Preuss, Aske Plaat

专题命中工具调用：planning(abstract)；分类 cs.LG

2007.06122 2022-01-04 cs.SE 57%

Industrial Experience of Finding Cryptographic Vulnerabilities in Large-scale Codebases

Ya Xiao, Yang Zhao, Nicholas Allen, Nathan Keynes, Danfeng, Yao, Cristina Cifuentes

专题命中工具调用：tool use(abstract)；分类 cs.SE

Comments 8 pages, 5 figures

2112.13289 2021-12-28 stat.ML cs.LG 57%

Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems

Jacques Balayla

专题命中工具调用：tool use(abstract)；分类 cs.LG

2112.09996 2021-12-21 eess.SY cs.AI cs.SY 57%

Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading

Amarsagar Reddy Ramapuram Matavalam, Kishan Prudhvi Guddanti, Yang Weng, Venkataramana Ajjarapu

专题命中工具调用：agent(abstract)；分类 cs.AI

2112.08250 2021-12-20 cs.LG 57%

Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach

Setareh Ariafar, Justin Gilmer, Zachary Nado, Jasper Snoek, Rodolphe Jenatton, George E. Dahl

专题命中工具调用：workflow(abstract)；分类 cs.LG

2112.08817 2021-12-17 cs.CV cs.LG eess.SP q-bio.QM 57%

Search for temporal cell segmentation robustness in phase-contrast microscopy videos

Estibaliz Gómez-de-Mariscal, Hasini Jayatilaka, Özgün Çiçek, Thomas Brox, Denis Wirtz, Arrate Muñoz-Barrutia

专题命中工具调用：workflow(abstract)；分类 cs.LG

1. 工具调用 5112 篇

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

Early Detection of Network Attacks Using Deep Learning

Bi-objective Search with Bi-directional A*

Automated Few-Shot Time Series Forecasting based on Bi-level Programming

Using Deep Learning to Detect Digitally Encoded DNA Trigger for Trojan Malware in Bio-Cyber Attacks

Multi-Objective Path-Based D* Lite

Neural Network based Inter bi-prediction Blending

Resource Management and Security Scheme of ICPSs and IoT Based on VNE Algorithm

Hyperparameter Tuning for Deep Reinforcement Learning Applications

The Rational Selection of Goal Operations and the Integration ofSearch Strategies with Goal-Driven Autonomy

Classroom Slide Narration System

Procedural Content Generation: Better Benchmarks for Transfer Reinforcement Learning

Industrial Experience of Finding Cryptographic Vulnerabilities in Large-scale Codebases

Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems

Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading

Predicting the utility of search spaces for black-box optimization: a simple, budget-aware approach

Search for temporal cell segmentation robustness in phase-contrast microscopy videos