AI Agent

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

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

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

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

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Comments unpublished

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Optimal Auction Design for the Gradual Procurement of Strategic Service Provider Agents

Farzaneh Farhadi, Maria Chli, Nicholas R. Jennings

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

CROW: Code Diversification for WebAssembly

Javier Cabrera Arteaga, Orestis Malivitsis, Oscar Vera Pérez, Benoit Baudry, Martin Monperrus

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Journal ref Proceedings of the Workshop on Measurements, Attacks, and Defenses for the Web (MADWeb), 2021

Nano Version Control and Robots of Robots: Data Driven, Regenerative Production Code

Lukasz Machowski, Tshilidzi Marwala

专题命中 软件智能体 ：agent(abstract)；分类 cs.AI

Comments Presented at the 3rd Electrical Engineering Postgraduate Symposium

CheerBots: Chatbots toward Empathy and Emotionusing Reinforcement Learning

Jiun-Hao Jhan, Chao-Peng Liu, Shyh-Kang Jeng, Hung-Yi Lee

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Towards Heuristics for Supporting the Validation of Code Smells

Luiz Felipi Junionello, Rafael de Mello

专题命中 软件智能体 ：planning(abstract)；分类 cs.SE

Journal ref Proceedings of the XXIV Ibero-American Conference on Software Engineering (CIbSE 2021)

In-IDE Code Generation from Natural Language: Promise and Challenges

Frank F. Xu, Bogdan Vasilescu, Graham Neubig

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments 47 pages, accepted to ACM Transactions on Software Engineering and Methodology

"Wait, I'm Still Talking!" Predicting the Dialogue Interaction Behavior Using Imagine-Then-Arbitrate Model

Zehao Lin, Shaobo Cui, Guodun Li, Xiaoming Kang, Feng Ji, Fenglin Li, Zhongzhou Zhao, Haiqing Chen, Yin Zhang

专题命中 软件智能体 ：agent(abstract)；分类 cs.CL

Comments This is an outdated version of "Predict-then-Decide: A Predictive Approach for Wait or Answer Task in Dialogue Systems," in IEEE/ACM Transactions on Audio, Speech, and Language Processing, doi: 10.1109/TASLP.2021.3110145

Lenient Regret for Multi-Armed Bandits

Nadav Merlis, Shie Mannor

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Accepted to AAAI2021

Empirical Study of Restarted and Flaky Builds on Travis CI

Thomas Durieux, Claire Le Goues, Michael Hilton, Rui Abreu

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Journal ref 17th International Conference on Mining Software Repositories (MSR '20), October 5--6, 2020, Seoul, Republic of Korea

SCOD: Active Object Detection for Embodied Agents using Sensory Commutativity of Action Sequences

Hugo Caselles-Dupré, Michael Garcia-Ortiz, David Filliat

专题命中 软件智能体 ：agent(abstract)；分类 cs.LG

Comments Accepted to AAMAS 2021 (Extended Abstract)

Towards establishing formal verification and inductive code synthesis in the PLC domain

Matthias Weiß, Philipp Marks, Benjamin Maschler, Dustin White, Pascal Kesseli, Michael Weyrich

专题命中 软件智能体 ：workflow(abstract)；分类 cs.SE

Comments 8 pages, 6 figures, 1 table. Accepted for publication at IEEE INDIN 2021