Volume 74 Masthead

Published: 2022-05-06

Articles

Multi-Agent Advisor Q-Learning

Sriram Ganapathi Subramanian, Matthew E. Taylor, Kate Larson, Mark Crowley

1-74

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Rethinking Fairness: An Interdisciplinary Survey of Critiques of Hegemonic ML Fairness Approaches

Lindsay Weinberg

75-109

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Fair Division of Indivisible Goods for a Class of Concave Valuations

Bhaskar Ray Chaudhury, Yun Kuen Cheung, Jugal Garg, Naveen Garg, Martin Hoefer, Kurt Mehlhorn

111-142

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Avoiding Negative Side Effects of Autonomous Systems in the Open World

Sandhya Saisubramanian , Ece Kamar, Shlomo Zilberstein

143-177

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Proactive Dynamic Distributed Constraint Optimization Problems

Khoi D. Hoang, Ferdinando Fioretto, Ping Hou, William Yeoh, Makoto Yokoo, Roie Zivan

179-225

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A Few Queries Go a Long Way: Information-Distortion Tradeoffs in Matching

Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas, Alexandros A. Voudouris

227–261

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Constraint Solving Approaches to the Business-to-Business Meeting Scheduling Problem

Miquel Bofill, Jordi Coll, Marc Garcia, Jesús Giráldez-Cru, Gilles Pesant, Josep Suy, Mateu Villaret

263-301

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Adaptive Greedy versus Non-adaptive Greedy for Influence Maximization

Wei Chen, Binghui Peng, Grant Schoenebeck, Biaoshuai Tao

303-351

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Ordinal Maximin Share Approximation for Goods

Hadi Hosseini, Andrew Searns, Erel Segal-Halevi

353–391

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Objective Bayesian Nets for Integrating Consistent Datasets

Juergen Landes, Jon Williamson

393-458

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Core Challenges in Embodied Vision-Language Planning

Jonathan Francis, Nariaki Kitamura, Felix Labelle, Xiaopeng Lu, Ingrid Navarro, Jean Oh

459-515

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Automated Reinforcement Learning (AutoRL): A Survey and Open Problems

Jack Parker-Holder, Raghu Rajan, Xingyou Song, André Biedenkapp, Yingjie Miao, Theresa Eimer, Baohe Zhang, Vu Nguyen, Roberto Calandra, Aleksandra Faust, Frank Hutter, Marius Lindauer

517-568

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Finding and Recognizing Popular Coalition Structures

Felix Brandt, Martin Bullinger

569-626

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Out of Context: A New Clue for Context Modeling of Aspect-based Sentiment Analysis

Bowen Xing, Ivor W. Tsang

627-659

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Fast Adaptive Non-Monotone Submodular Maximization Subject to a Knapsack Constraint

Georgios Amanatidis, Federico Fusco, Philip Lazos, Stefano Leonardi, Rebecca Reiffenhäuser

661-690

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Planning with Critical Section Macros: Theory and Practice

Lukas Chrpa, Mauro Vallati

691-732

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Cooperation and Learning Dynamics under Wealth Inequality and Diversity in Individual Risk

Ramona Merhej, Fernando P. Santos, Francisco S. Melo, Francisco C. Santos

733-764

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Inductive Logic Programming At 30: A New Introduction

Andrew Cropper, Sebastijan Dumančić

765-850

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On the Tractability of SHAP Explanations

Guy Van den Broeck, Anton Lykov, Maximilian Schleich, Dan Suciu

851-886

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FOND Planning with Explicit Fairness Assumptions

Ivan D. Rodriguez, Blai Bonet, Sebastian Sardina, Hector Geffner

887–916

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Path Counting for Grid-Based Navigation

Rhys Goldstein, Kean Walmsley, Jacobo Bibliowicz, Alexander Tessier, Simon Breslav, Azam Khan

917-955

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Admissibility in Probabilistic Argumentation

Nikolai Käfer, Christel Baier, Martin Diller, Clemens Dubslaff, Sarah Alice Gaggl, Holger Hermanns

957–1009

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Impact of Imputation Strategies on Fairness in Machine Learning

Simon Caton, Saiteja Malisetty, Christian Haas

1011-1035

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Two-phase Multi-document Event Summarization on Core Event Graphs

Zengjian Chen, Jin Xu, Meng Liao, Tong Xue, Kun He

1037-1057

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Supervised Visual Attention for Simultaneous Multimodal Machine Translation

Veneta Haralampieva, Ozan Caglayan, Lucia Specia

1059-1089

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A Comprehensive Framework for Learning Declarative Action Models

Diego Aineto, Sergio Jiménez, Eva Onaindia

1091-1123

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Evolutionary Dynamics and Phi-Regret Minimization in Games

Georgios Piliouras, Mark Rowland, Shayegan Omidshafiei, Romuald Elie, Daniel Hennes, Jerome Connor, Karl Tuyls

1125-1158

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Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: A Short Survey

Cédric Colas, Tristan Karch, Olivier Sigaud, Pierre-Yves Oudeyer

1159-1199

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CoLLIE: Continual Learning of Language Grounding from Language-Image Embeddings

Gabriel Skantze, Bram Willemsen

1201-1223

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Learning Bayesian Networks Under Sparsity Constraints: A Parameterized Complexity Analysis

Niels Grüttemeier, Christian Komusiewicz

1225-1267

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HEBO: Pushing The Limits of Sample-Efficient Hyper-parameter Optimisation

Alexander I. Cowen-Rivers, Wenlong Lyu , Rasul Tutunov , Zhi Wang, Antoine Grosnit, Ryan Rhys Griffiths , Alexandre Max Maraval, Hao Jianye, Jun Wang, Jan Peters, Haitham Bou-Ammar

1269-1349

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Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems

Evgeniia Razumovskaia, Goran Glavas, Olga Majewska, Edoardo M. Ponti, Anna Korhonen, Ivan Vulic

1351-1402

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Recursion in Abstract Argumentation is Hard --- On the Complexity of Semantics Based on Weak Admissibility

Wolfgang Dvořák, Markus Ulbricht, Stefan Woltran

1403-1447

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Metric-Distortion Bounds under Limited Information

Ioannis Anagnostides, Dimitris Fotakis, Panagiotis Patsilinakos

1449-1483

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Improving Simulated Annealing for Clique Partitioning Problems

Jian Gao, Yiqi Lv, Minghao Liu, Shaowei Cai, Feifei Ma

1485-1513

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Better Decision Heuristics in CDCL through Local Search and Target Phases

Shaowei Cai, Xindi Zhang, Mathias Fleury, Armin Biere

1515-1563

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Joint Optimization of Concave Scalarized Multi-Objective Reinforcement Learning with Policy Gradient Based Algorithm

Qinbo Bai, Mridul Agarwal, Vaneet Aggarwal

1565-1597

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Classical Planning in Deep Latent Space

Masataro Asai, Hiroshi Kajino, Alex Fukunaga, Christian Muise

1599-1686

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Threshold Treewidth and Hypertree Width

Robert Ganian, Andre Schidler, Manuel Sorge, Stefan Szeider

1687-1713

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C-Face: Using Compare Face on Face Hallucination for Low-Resolution Face Recognition

Feng Han, Xudong Wang, Furao Shen, Jian Zhao

1715-1737

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Synthesis and Properties of Optimally Value-Aligned Normative Systems

Nieves Montes, Carles Sierra

1739-1774

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The Computational Complexity of ReLU Network Training Parameterized by Data Dimensionality

Vincent Froese, Christoph Hertrich, Rolf Niedermeier

1775-1790

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Pricing Problems with Buyer Preselection

Vittorio Bilò, Michele Flammini, Gianpiero Monaco, Luca Moscardelli

1791-1822

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Efficient Learning of Interpretable Classification Rules

Bishwamittra Ghosh, Dmitry Malioutov, Kuldeep S. Meel

1823-1863

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