AI Agent - arXivDaily 专题

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

2204.06550 2022-07-04 cs.AI cs.MA 57%

Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents

Olivier Moulin, Vincent Francois-Lavet, Paul Elbers, Mark Hoogendoorn

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments 9 pages, 12 figures

2110.01528 2022-06-15 cs.LG 57%

Large Batch Experience Replay

Thibault Lahire, Matthieu Geist, Emmanuel Rachelson

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments 24 pages, 12 figures, ICML 2022 - long presentation

2206.00649 2022-06-02 q-bio.NC cs.LG 57%

Differentiable programming for functional connectomics

Rastko Ciric, Armin W. Thomas, Oscar Esteban, Russell A. Poldrack

专题命中软件智能体：workflow(abstract)；分类 cs.LG

Comments 12 pages, 6 figures (Supplement: 10 pages, 3 figures). For associated code, see https://github.com/rciric/hypercoil

2205.05600 2022-05-12 q-fin.PR cs.LG 57%

RLOP: RL Methods in Option Pricing from a Mathematical Perspective

Ziheng Chen

专题命中软件智能体：agent(abstract)；分类 cs.LG

2204.12562 2022-05-04 cs.AI 57%

On the Verification of Belief Programs

Daxin Liu, Gerhard Lakemeyer

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments unpublished

2204.11205 2022-04-26 cs.CL 57%

EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification

Minyi Zhao, Lu Zhang, Yi Xu, Jiandong Ding, Jihong Guan, Shuigeng Zhou

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments Accepted by NAACL2022

2109.08048 2022-04-22 cs.CV cs.AI cs.RO 57%

Raising context awareness in motion forecasting

Hédi Ben-Younes, Éloi Zablocki, Mickaël Chen, Patrick Pérez, Matthieu Cord

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments CVPR Workshop on Autonomous Driving - WAD 2022

2204.09331 2022-04-21 cs.CV cs.AI 57%

NFormer: Robust Person Re-identification with Neighbor Transformer

Haochen Wang, Jiayi Shen, Yongtuo Liu, Yan Gao, Efstratios Gavves

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments 8 pages, 7 figures, CVPR2022 poster

2111.09888 2022-04-18 cs.CV cs.LG 57%

Simple but Effective: CLIP Embeddings for Embodied AI

Apoorv Khandelwal, Luca Weihs, Roozbeh Mottaghi, Aniruddha Kembhavi

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments Published in CVPR 2022

2204.00603 2022-04-04 cs.CY cs.SE 57%

The OCEAN mailing list data set: Network analysis spanning mailing lists and code repositories

Melanie Warrick, Samuel F. Rosenblatt, Jean-Gabriel Young, Amanda Casari, Laurent Hébert-Dufresne, James Bagrow

专题命中软件智能体：tool use(abstract)；分类 cs.SE

Comments Accepted for the 19th International Conference on Mining Software Repositories (MSR '22), May 23--24, 2022, Pittsburgh, PA, USA

2203.14144 2022-03-29 cs.DB cs.CL 57%

Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

Marius Gassen, Benjamin Hättasch, Benjamin Hilprecht, Nadja Geisler, Alexander Fraser, Carsten Binnig

专题命中软件智能体：agent(abstract)；分类 cs.CL

Comments Submitted as demonstration proposal to VLDB 2022

2112.03552 2022-03-29 cs.CV cs.AI 57%

Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training

Haofei Zhang, Jiarui Duan, Mengqi Xue, Jie Song, Li Sun, Mingli Song

专题命中软件智能体：agent(abstract)；分类 cs.AI

Comments Accepted as a conference paper by CVPR2022

2201.08368 2022-03-28 cs.SE 57%

An Alternative Issue Tracking Dataset of Public Jira Repositories

Lloyd Montgomery, Clara Lüders, Walid Maalej

专题命中软件智能体：workflow(abstract)；分类 cs.SE

Comments 5 pages

2203.10905 2022-03-22 cs.LG 57%

Self-Imitation Learning from Demonstrations

Georgiy Pshikhachev, Dmitry Ivanov, Vladimir Egorov, Aleksei Shpilman

专题命中软件智能体：agent(abstract)；分类 cs.LG

2112.01521 2022-02-25 cs.CV cs.LG 57%

Object-aware Monocular Depth Prediction with Instance Convolutions

Enis Simsar, Evin Pınar Örnek, Fabian Manhardt, Helisa Dhamo, Nassir Navab, Federico Tombari

专题命中软件智能体：planning(abstract)；分类 cs.LG

2106.03207 2022-02-01 cs.LG stat.ML 57%

Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage

Jonathan D. Chang, Masatoshi Uehara, Dhruv Sreenivas, Rahul Kidambi, Wen Sun

专题命中软件智能体：agent(abstract)；分类 cs.LG

Comments 42 pages, 5 figures, 7 tables

2112.12465 2021-12-30 cs.LG 57%

Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning

Fabian Hart, Martin Waltz, Ostap Okhrin

专题命中软件智能体：agent(abstract)；分类 cs.LG

2112.12398 2021-12-24 cs.SE cs.PL 57%

Towards Fully Declarative Program Analysis via Source Code Transformation

Rijnard van Tonder

专题命中软件智能体：workflow(abstract)；分类 cs.SE

Comments 7 pages, 5 figures

2111.08819 2021-11-18 cs.LG 57%

CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms

Shengyi Huang, Rousslan Fernand Julien Dossa, Chang Ye, Jeff Braga

专题命中软件智能体：agent(abstract)；分类 cs.LG

1. 软件智能体 3270 篇

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

Improving generalization to new environments and removing catastrophic forgetting in Reinforcement Learning by using an eco-system of agents

Large Batch Experience Replay

Differentiable programming for functional connectomics

RLOP: RL Methods in Option Pricing from a Mathematical Perspective

On the Verification of Belief Programs

EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification

Raising context awareness in motion forecasting

NFormer: Robust Person Re-identification with Neighbor Transformer

Simple but Effective: CLIP Embeddings for Embodied AI

The OCEAN mailing list data set: Network analysis spanning mailing lists and code repositories

Demonstrating CAT: Synthesizing Data-Aware Conversational Agents for Transactional Databases

Bootstrapping ViTs: Towards Liberating Vision Transformers from Pre-training

An Alternative Issue Tracking Dataset of Public Jira Repositories

Self-Imitation Learning from Demonstrations

Object-aware Monocular Depth Prediction with Instance Convolutions

Mitigating Covariate Shift in Imitation Learning via Offline Data Without Great Coverage

Missing Velocity in Dynamic Obstacle Avoidance based on Deep Reinforcement Learning

Towards Fully Declarative Program Analysis via Source Code Transformation

CleanRL: High-quality Single-file Implementations of Deep Reinforcement Learning Algorithms