AI Agent - arXivDaily 专题

2109.12021 2023-04-07 cs.AR cs.LG 57%

Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning

Rahul Bera, Konstantinos Kanellopoulos, Anant V. Nori, Taha Shahroodi, Sreenivas Subramoney, Onur Mutlu

专题命中软件智能体：agent(abstract)；分类 cs.LG

2304.01647 2023-04-05 cs.CV cs.AI 57%

SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering

Xinyao Shu, Shiyang Yan, Xu Yang, Ziheng Wu, Zhongfeng Chen, Zhenyu Lu

专题命中软件智能体：agent(abstract)；分类 cs.AI

2303.17322 2023-03-31 cs.DL cs.CL cs.IR 57%

Yes but.. Can ChatGPT Identify Entities in Historical Documents?

Carlos-Emiliano González-Gallardo, Emanuela Boros, Nancy Girdhar, Ahmed Hamdi, Jose G. Moreno, Antoine Doucet

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments 5 pages, accepted to JCDL2023

2303.07263 2023-03-14 cs.SE 57%

InferFix: End-to-End Program Repair with LLMs

Matthew Jin, Syed Shahriar, Michele Tufano, Xin Shi, Shuai Lu, Neel Sundaresan, Alexey Svyatkovskiy

专题命中软件智能体：workflow(abstract)；分类 cs.SE

2212.01509 2023-03-09 cs.RO cs.AI 57%

Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward

Yanjiang Guo, Jingyue Gao, Zheng Wu, Chengming Shi, Jianyu Chen

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments 11 pages, 5 figures, CoRL 2022

2303.04118 2023-03-08 cs.RO cs.LG 57%

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

Nick Bührer, Zhejun Zhang, Alexander Liniger, Fisher Yu, Luc Van Gool

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments Repository available at https://github.com/nikeke19/Safe-Mult-RL

2302.10342 2023-02-22 cs.CL 57%

Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems

Yihao Feng, Shentao Yang, Shujian Zhang, Jianguo Zhang, Caiming Xiong, Mingyuan Zhou, Huan Wang

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments Published as a conference paper at ICLR 2023

2211.00735 2023-02-21 cs.LG cs.DC cs.SY eess.SY 57%

TorchFL: A Performant Library for Bootstrapping Federated Learning Experiments

Vivek Khimani, Shahin Jabbari

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments 21 pages, 15 figures, 4 tables. This manuscript serves as external documentation for https://github.com/vivekkhimani/torchfl

2103.00360 2023-02-21 cs.LG cs.GT 57%

Exploration and Incentives in Reinforcement Learning

Max Simchowitz, Aleksandrs Slivkins

专题命中软件智能体：agent(abstract)；分类 cs.LG

2302.03416 2023-02-08 cs.SE 57%

Just-in-Time Code Duplicates Extraction

Eman Abdullah AlOmar, Anton Ivanov, Zarina Kurbatova, Yaroslav Golubev, Mohamed Wiem Mkaouer, Ali Ouni, Timofey Bryksin, Le Nguyen, Amit Kini, Aditya Thakur

专题命中软件智能体：workflow(abstract)；分类 cs.SE

Comments 32 pages, 9 figures

2302.03384 2023-02-08 cs.AI 57%

Act for Your Duties but Maintain Your Rights

Shufang Zhu, Giuseppe De Giacomo

专题命中软件智能体：agent(abstract)；分类 cs.AI

Journal ref International Conference on Principles of Knowledge Representation and Reasoning (KR), 2022

2210.08572 2023-01-10 cs.LG cs.MS cs.NA math.NA math.PR 57%

Automatic Differentiation of Programs with Discrete Randomness

Gaurav Arya, Moritz Schauer, Frank Schäfer, Chris Rackauckas

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments In Proceedings of NeurIPS 2022

2201.06849 2022-12-29 cs.CL 57%

Toward Self-learning End-to-End Task-Oriented Dialog Systems

Xiaoying Zhang, Baolin Peng, Jianfeng Gao, Helen Meng

专题命中软件智能体：agent(abstract)；分类 cs.CL

2212.08235 2022-12-19 cs.LG cs.RO 57%

A Simple Decentralized Cross-Entropy Method

Zichen Zhang, Jun Jin, Martin Jagersand, Jun Luo, Dale Schuurmans

专题命中软件智能体：planning(abstract)；分类 cs.LG

Comments NeurIPS 2022. The last two authors advised equally

2203.07473 2022-12-01 cs.SE 57%

The Unexplored Treasure Trove of Phabricator Code Review

Gunnar Kudrjavets, Nachiappan Nagappan, Ayushi Rastogi

专题命中软件智能体：tool use(abstract)；分类 cs.SE

Comments 5 pages. To be published in Proceedings of MSR '22: Proceedings of the 19th International Conference on Mining Software Repositories (MSR 2022). ACM, New York, NY, USA

2205.02678 2022-11-23 cs.LG nlin.AO physics.flu-dyn 57%

Chemoreception and chemotaxis of a three-sphere swimmer

Stevens Paz, Roberto F. Ausas, Juan P. Carbajal, Gustavo C. Buscaglia

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments 20 pages, 13 figures. Submitted to "Communications in Nonlinear Science and Numerical Simulation"

2211.08701 2022-11-17 cs.RO cs.CV cs.LG 57%

Interpretable Self-Aware Neural Networks for Robust Trajectory Prediction

Masha Itkina, Mykel J. Kochenderfer

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments Conference on Robot Learning (CoRL) 2022, 15 pages, 4 figures

2211.07522 2022-11-15 cs.CL 57%

Learning to Answer Multilingual and Code-Mixed Questions

Deepak Gupta

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments PhD Thesis

2210.02684 2022-11-08 q-bio.NC cs.LG stat.ML 57%

Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells

Dehong Xu, Ruiqi Gao, Wen-Hao Zhang, Xue-Xin Wei, Ying Nian Wu

专题命中软件智能体：agent(abstract)；分类 cs.LG

2205.12688 2022-10-26 cs.CL 57%

ProsocialDialog: A Prosocial Backbone for Conversational Agents

Hyunwoo Kim, Youngjae Yu, Liwei Jiang, Ximing Lu, Daniel Khashabi, Gunhee Kim, Yejin Choi, Maarten Sap

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments EMNLP 2022 camera ready; Dataset and model can be found at https://hyunw.kim/prosocial-dialog/

2210.10765 2022-10-20 cs.LG 57%

When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning

Annie Xie, Fahim Tajwar, Archit Sharma, Chelsea Finn

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments 36th Conference on Neural Information Processing Systems (NeurIPS 2022)

2210.02840 2022-10-07 cs.CR cs.AI 57%

Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection

Rizwan Hamid Randhawa, Nauman Aslam, Mohammad Alauthman, Muhammad Khalid, Husnain Rafiq

专题命中软件智能体：agent(abstract)；分类 cs.AI

2209.14036 2022-09-29 cs.LO cs.FL cs.SE 57%

Towards a Digital Highway Code using Formal Modelling and Verification of Timed Automata

Gleifer Vaz Alves, Maike Schwammberger

专题命中软件智能体：agent(abstract)；分类 cs.SE

Comments In Proceedings FMAS2022 ASYDE2022, arXiv:2209.13181

Journal ref EPTCS 371, 2022, pp. 77-85

2209.14035 2022-09-29 cs.AI cs.MA 57%

Advising Autonomous Cars about the Rules of the Road

Joe Collenette, Louise A. Dennis, Michael Fisher

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments In Proceedings FMAS2022 ASYDE2022, arXiv:2209.13181

Journal ref EPTCS 371, 2022, pp. 62-76

2209.03736 2022-09-09 cs.NE cs.AI 57%

Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and Auto-constructed Subprogram Archives

Yifan He, Claus Aranha, Tetsuya Sakurai

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments 8 pages, 10 figures, accepted by 2022 IEEE Symposium Series on Computational Intelligence

2208.07120 2022-09-07 cs.SE 57%

Compressing Pre-trained Models of Code into 3 MB

Jieke Shi, Zhou Yang, Bowen Xu, Hong Jin Kang, David Lo

专题命中软件智能体：workflow(abstract)；分类 cs.SE

Comments Accepted by the Research Papers Track of 37th IEEE/ACM International Conference on Automated Software Engineering (ASE '22)

2112.15230 2022-09-05 cs.SE 57%

AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE

Eman Abdullah AlOmar, Anton Ivanov, Zarina Kurbatova, Yaroslav Golubev, Mohamed Wiem Mkaouer, Ali Ouni, Timofey Bryksin, Le Nguyen, Amit Kini, Aditya Thakur

专题命中软件智能体：workflow(abstract)；分类 cs.SE

Comments 4 pages, 3 figures

2208.06042 2022-08-15 cs.SE 57%

CodeBERT-nt: code naturalness via CodeBERT

Ahmed Khanfir, Matthieu Jimenez, Mike Papadakis, Yves Le Traon

专题命中软件智能体：workflow(abstract)；分类 cs.SE

2208.02012 2022-08-04 cs.CV cs.LG 57%

Character Generation through Self-Supervised Vectorization

Gokcen Gokceoglu, Emre Akbas

专题命中软件智能体：agent(abstract)；分类 cs.LG

2203.04955 2022-07-21 cs.LG cs.RO 57%

Temporal Difference Learning for Model Predictive Control

Nicklas Hansen, Xiaolong Wang, Hao Su

专题命中软件智能体：planning(abstract)；分类 cs.LG

Comments Code and videos: https://nicklashansen.github.io/td-mpc

1. 软件智能体 3224 篇

Pythia: A Customizable Hardware Prefetching Framework Using Online Reinforcement Learning

SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering

Yes but.. Can ChatGPT Identify Entities in Historical Documents?

InferFix: End-to-End Program Repair with LLMs

Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward

A Multiplicative Value Function for Safe and Efficient Reinforcement Learning

Fantastic Rewards and How to Tame Them: A Case Study on Reward Learning for Task-oriented Dialogue Systems

TorchFL: A Performant Library for Bootstrapping Federated Learning Experiments

Exploration and Incentives in Reinforcement Learning

Just-in-Time Code Duplicates Extraction

Act for Your Duties but Maintain Your Rights

Automatic Differentiation of Programs with Discrete Randomness

Toward Self-learning End-to-End Task-Oriented Dialog Systems

A Simple Decentralized Cross-Entropy Method

The Unexplored Treasure Trove of Phabricator Code Review

Chemoreception and chemotaxis of a three-sphere swimmer

Interpretable Self-Aware Neural Networks for Robust Trajectory Prediction

Learning to Answer Multilingual and Code-Mixed Questions

Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells

ProsocialDialog: A Prosocial Backbone for Conversational Agents

When to Ask for Help: Proactive Interventions in Autonomous Reinforcement Learning

Deep Reinforcement Learning based Evasion Generative Adversarial Network for Botnet Detection

Towards a Digital Highway Code using Formal Modelling and Verification of Timed Automata

Advising Autonomous Cars about the Rules of the Road

Knowledge-Driven Program Synthesis via Adaptive Replacement Mutation and Auto-constructed Subprogram Archives

Compressing Pre-trained Models of Code into 3 MB

AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE

CodeBERT-nt: code naturalness via CodeBERT

Character Generation through Self-Supervised Vectorization

Temporal Difference Learning for Model Predictive Control