Volume 73 Masthead

Published: 2022-01-04

Articles

Ranking Sets of Objects: The Complexity of Avoiding Impossibility Results

Jan Maly

1-65

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Online Relaxation Refinement for Satisficing Planning: On Partial Delete Relaxation, Complete Hill-Climbing, and Novelty Pruning

Maximilian Fickert, Jörg Hoffmann

67–115

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Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent

Adrien Bolland, Ioannis Boukas, Mathias Berger, Damien Ernst

117-171

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Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning

Rodrigo Toro Icarte, Toryn Q. Klassen, Richard Valenzano, Sheila A. McIlraith

173-208

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Doubly Robust Crowdsourcing

Chong Liu, Yu-Xiang Wang

209-229

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Preferences Single-Peaked on a Tree: Multiwinner Elections and Structural Results

Dominik Peters, Lan Yu, Hau Chan, Edith Elkind

231-276

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A Survey of Opponent Modeling in Adversarial Domains

Samer Nashed, Shlomo Zilberstein

277-327

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Explainable Deep Learning: A Field Guide for the Uninitiated

Gabrielle Ras, Ning Xie, Marcel van Gerven, Derek Doran

329-396

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Automatic Recognition of the General-Purpose Communicative Functions Defined by the ISO 24617-2 Standard for Dialog Act Annotation

Eugénio Ribeiro, Ricardo Ribeiro, David Martins de Matos

397–436

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Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge

Pierre Dognin, Igor Melnyk, Youssef Mroueh, Inkit Padhi, Mattia Rigotti, Jarret Ross, Yair Schiff, Richard A. Young, Brian Belgodere

437-459

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Neural Character-Level Syntactic Parsing for Chinese

Zuchao Li, Junru Zhou, Hai Zhao, Zhisong Zhang, Haonan Li, Yuqi Ju

461-509

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CASA: Conversational Aspect Sentiment Analysis for Dialogue Understanding

Linfeng Song, Chunlei Xin, Shaopeng Lai, Ante Wang, Jinsong Su, Kun Xu

511-533

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Sum-of-Products with Default Values: Algorithms and Complexity Results

Robert Ganian, Eun Jung Kim, Friedrich Slivovsky, Stefan Szeider

535-552

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Migrating Techniques from Search-based Multi-Agent Path Finding Solvers to SAT-based Approach

Pavel Surynek, Roni Stern, Eli Boyarski, Ariel Felner

553-618

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Viewpoint: Ethical By Designer - How to Grow Ethical Designers of Artificial Intelligence

Loïs Vanhée, Melania Borit

619-631

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Fine-grained Prediction of Political Leaning on Social Media with Unsupervised Deep Learning

Tiziano Fagni, Stefano Cresci

633-672

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Visually Grounded Models of Spoken Language: A Survey of Datasets, Architectures and Evaluation Techniques

Grzegorz Chrupała

673-707

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Some Inapproximability Results of MAP Inference and Exponentiated Determinantal Point Processes

Naoto Ohsaka

709-735

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SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits

Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, Marta Soare

737-765

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Survey and Evaluation of Causal Discovery Methods for Time Series

Charles K. Assaad, Emilie Devijver, Eric Gaussier

767-819

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Scalable Online Planning for Multi-Agent MDPs

Shushman Choudhury, Jayesh K. Gupta, Peter Morales, Mykel J. Kochenderfer

821-846

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Computational Benefits of Intermediate Rewards for Goal-Reaching Policy Learning

Yuexiang Zhai, Christina Baek, Zhengyuan Zhou, Jiantao Jiao, Yi Ma

847-896

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Approximating Perfect Recall when Model Checking Strategic Abilities: Theory and Applications

Francesco Belardinelli, Alessio Lomuscio, Vadim Malvone, Emily Yu

897-932

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Get out of the BAG! Silos in AI Ethics Education: Unsupervised Topic Modeling Analysis of Global AI Curricula

Rana Tallal Javed, Osama Nasir, Melania Borit, Loïs Vanhée, Elias Zea, Shivam Gupta, Ricardo Vinuesa, Junaid Qadir

933-965

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Incremental Event Calculus for Run-Time Reasoning

Efthimis Tsilionis, Alexander Artikis, Georgios Paliouras

967-1023

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Predicting Decisions in Language Based Persuasion Games

Reut Apel, Ido Erev, Roi Reichart, Moshe Tennenholtz

1025-1091

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On the Indecisiveness of Kelly-Strategyproof Social Choice Functions

Felix Brandt, Martin Bullinger, Patrick Lederer

1093-1130

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Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning

Erkut Erdem, Menekse Kuyu, Semih Yagcioglu, Anette Frank, Letitia Parcalabescu, Barbara Plank, Andrii Babii, Oleksii Turuta, Aykut Erdem, Iacer Calixto, Elena Lloret, Elena-Simona Apostol, Ciprian-Octavian Truică, Branislava Šandrih, Sanda Martinčić-Ipšić, Gábor Berend, Albert Gatt, Grăzina Korvel

1131-1207

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Multiobjective Tree-Structured Parzen Estimator

Yoshihiko Ozaki, Yuki Tanigaki, Shuhei Watanabe, Masahiro Nomura, Masaki Onishi

1209-1250

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Fairness in Influence Maximization through Randomization

Ruben Becker, Gianlorenzo D’Angelo, Sajjad Ghobadi, Hugo Gilbert

1251-1283

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The Application of Machine Learning Techniques for Predicting Match Results in Team Sport: A Review

Rory Bunker, Teo Susnjak

1285-1322

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A Metric Space for Point Process Excitations

Myrl G. Marmarelis, Greg Ver Steeg, Aram Galstyan

1323–1353

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Marginal Distance and Hilbert-Schmidt Covariances-Based Independence Tests for Multivariate Functional Data

Mirosław Krzyśko, Łukasz Smaga, Piotr Kokoszka

1355-1384

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Agent-Based Modeling for Predicting Pedestrian Trajectories Around an Autonomous Vehicle

Manon Prédhumeau, Lyuba Mancheva, Julie Dugdale, Anne Spalanzani

1385-1433

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Adversarial Framework with Certified Robustness for Time-Series Domain via Statistical Features

Taha Belkhouja, Janardhan Rao Doppa

1435-1471

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A Logic-Based Explanation Generation Framework for Classical and Hybrid Planning Problems

Stylianos Loukas Vasileiou, William Yeoh, Tran Cao Son, Ashwin Kumar, Michael Cashmore, Dianele Magazzeni

1473-1534

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Multilingual Machine Translation: Deep Analysis of Language-Specific Encoder-Decoders

Carlos Escolano, Marta R. Costa-jussà, José A. R. Fonollosa

1535-1552

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FFCI: A Framework for Interpretable Automatic Evaluation of Summarization

Fajri Koto, Timothy Baldwin, Jey Han Lau

1553–1607

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