AI Agent

Analysing Mixed Initiatives and Search Strategies during Conversational Search

Mohammad Aliannejadi, Leif Azzopardi, Hamed Zamani, Evangelos Kanoulas, Paul Thomas, Nick Craswel

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments Accepted in CIKM 2021

Data Driven Content Creation using Statistical and Natural Language Processing Techniques for Financial Domain

Ankush Chopra, Prateek Nagwanshi, Sohom Ghosh

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments In Proceedings of The 3rd Financial Narrative Processing Workshop (FNP 2021) [To be published in ACL Anthology]

Disentangling What and Where for 3D Object-Centric Representations Through Active Inference

Toon Van de Maele, Tim Verbelen, Ozan Catal, Bart Dhoedt

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

An Extensible and Modular Design and Implementation of Monte Carlo Tree Search for the JVM

Larkin Liu, Jun Tao Luo

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 18 pages, 7 figures, Manuscript

Augmenting Decompiler Output with Learned Variable Names and Types

Qibin Chen, Jeremy Lacomis, Edward J. Schwartz, Claire Le Goues, Graham Neubig, Bogdan Vasilescu

专题命中 工具调用 ：tool use(abstract)；分类 cs.SE

Comments 17 pages to be published in USENIX Security '22

Matching Algorithms for Blood Donation

Duncan C McElfresh, Christian Kroer, Sergey Pupyrev, Eric Sodomka, Karthik Sankararaman, Zack Chauvin, Neil Dexter, John P Dickerson

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Comments An early version of this paper appeared at EC'20. (https://doi.org/10.1145/3391403.3399458)

Exploiting Learned Policies in Focal Search

Pablo Araneda, Matias Greco, Jorge A. Baier

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted in SoCS 2021

Journal ref In Proceedings of the International Symposium on Combinatorial Search (Vol. 12, No. 1, pp. 2-10) 2021

Applying Model-Driven Engineering to Stimulate the Adoption of DevOps Processes in Small and Medium-Sized Development Organizations

Jonas Sorgalla, Philip Wizenty, Florian Rademacher, Sabine Sachweh, Albert Zündorf

专题命中 工具调用 ：workflow(abstract)；分类 cs.SE

User Preferences and the Shortest Path

Isabella Kreller, Bernd Ludwig

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Actions You Can Handle: Dependent Types for AI Plans

Alasdair Hill, Ekaterina Komendantskaya, Matthew L. Daggitt, Ronald P. A. Petrick

专题命中 工具调用 ：autonomous agent(abstract)；分类 cs.AI

Comments 14 pages, 5 figures, Accepted to TyDe 2021

MURAL: Meta-Learning Uncertainty-Aware Rewards for Outcome-Driven Reinforcement Learning

Kevin Li, Abhishek Gupta, Ashwin Reddy, Vitchyr Pong, Aurick Zhou, Justin Yu, Sergey Levine

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted to ICML 2021. First two authors contributed equally

Gryffin: An algorithm for Bayesian optimization of categorical variables informed by expert knowledge

Florian Häse, Matteo Aldeghi, Riley J. Hickman, Loïc M. Roch, Alán Aspuru-Guzik

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 19 pages, 6 figures (SI: 16 pages, 14 figures). Expanded background, discussion, minor fixes and changes

Journal ref Appl. Phys. Rev. 8 (2021) 031406

Information-Theoretic Abstractions for Resource-Constrained Agents via Mixed-Integer Linear Programming

Daniel T. Larsson, Dipankar Maity, Panagiotis Tsiotras

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Journal ref 2021 Proceedings of the Workshop on Computation-Aware Algorithmic Design for Cyber-Physical Systems

Generating Diverse and Competitive Play-Styles for Strategy Games

Diego Perez-Liebana, Cristina Guerrero-Romero, Alexander Dockhorn, Linjie Xu, Jorge Hurtado, Dominik Jeurissen

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments 8 pages, 2 figures, published in Proc. IEEE CoG 2021

Opportunities and challenges in partitioning the graph measure space of real-world networks

Máté Józsa, Alpár S. Lázár, Zsolt I. Lázár

专题命中 工具调用 ：workflow(abstract)；分类 cs.LG

Comments 11 pages, 6 figures

Rinascimento: searching the behaviour space of Splendor

Ivan Bravi, Simon Lucas

专题命中 工具调用 ：AI agent(abstract)；分类 cs.AI

Comments 11 pages, 6 figures

Corpus-Level End-to-End Exploration for Interactive Systems

Zhiwen Tang, Grace Hui Yang

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Accepted into AAAI 2020

Correcting Momentum in Temporal Difference Learning

Emmanuel Bengio, Joelle Pineau, Doina Precup

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments NeurIPS Deep RL Workshop 2020

Estimating the Uncertainty of Neural Network Forecasts for Influenza Prevalence Using Web Search Activity

Michael Morris, Peter Hayes, Ingemar J. Cox, Vasileios Lampos

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

SOLO: Search Online, Learn Offline for Combinatorial Optimization Problems

Joel Oren, Chana Ross, Maksym Lefarov, Felix Richter, Ayal Taitler, Zohar Feldman, Christian Daniel, Dotan Di Castro

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Behavior-based Neuroevolutionary Training in Reinforcement Learning

Jörg Stork, Martin Zaefferer, Nils Eisler, Patrick Tichelmann, Thomas Bartz-Beielstein, A. E. Eiben

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Approximate Novelty Search

Anubhav Singh, Nir Lipovetzky, Miquel Ramirez, Javier Segovia-Aguas

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Automatic Classification of Games using Support Vector Machine

Ismo Horppu, Antti Nikander, Elif Buyukcan, Jere Mäkiniemi, Amin Sorkhei, Frederick Ayala-Gómez

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 7 pages, 7 figures, updated contact information of one author

GLSearch: Maximum Common Subgraph Detection via Learning to Search

Yunsheng Bai, Derek Xu, Yizhou Sun, Wei Wang

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Accepted by ICML 2021

Convolutional Neural Networks in Orthodontics: a review

Szymon Płotka, Tomasz Włodarczyk, Ryszard Szczerba, Przemysław Rokita, Patrycja Bartkowska, Oskar Komisarek, Artur Matthews-Brzozowski, Tomasz Trzciński

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Preprint to Elsevier

Generalized Conflict-directed Search for Optimal Ordering Problems

Jingkai Chen, Yuening Zhang, Cheng Fang, Brian C. Williams

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted at SOCS2021. 9 pages, 4 figures, 2 tables

Solving Heterogeneous General Equilibrium Economic Models with Deep Reinforcement Learning

Edward Hill, Marco Bardoscia, Arthur Turrell

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments 11 pages, 5 figures

Mining Scientific Workflows for Anomalous Data Transfers

Huy Tu, George Papadimitriou, Mariam Kiran, Cong Wang, Anirban Mandal, Ewa Deelman, Tim Menzies

专题命中 工具调用 ：workflow(abstract)；分类 cs.SE

Comments Accepted for MSR 2021: Working Conference on Mining Software Repositories (https://2021.msrconf.org/details/msr-2021-technical-papers/1/Mining-Workflows-for-Anomalous-Data-Transfers)

Deep Hedging, Generative Adversarial Networks, and Beyond

Hyunsu Kim

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 37 pages

A Knowledge Representation Approach to Automated Mathematical Modelling

Bahadorreza Ofoghi, Vicky Mak, John Yearwood

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments 10 pages, 2 figures