Published: 2023-05-06

Articles

Object-agnostic Affordance Categorization via Unsupervised Learning of Graph Embeddings

Alexia Toumpa, Anthony G. Cohn

1-38

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FlexiBERT: Are Current Transformer Architectures too Homogeneous and Rigid?

Shikhar Tuli, Bhishma Dedhia, Shreshth Tuli, Niraj K. Jha

39-70

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Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning

Vincent Liu, James R. Wright, Martha White

71-101

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Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text

Sebastian Gehrmann, Elizabeth Clark, Thibault Sellam

103-166

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Computational Modelling of Quantifier Use: Corpus, Models, and Evaluation

Guanyi Chen, Kees van Deemter

167-206

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Semiring Reasoning Frameworks in AI and Their Computational Complexity

Thomas Eiter, Rafael Kiesel

207-293

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On Centralized Critics in Multi-Agent Reinforcement Learning

Xueguang Lyu, Andrea Baisero, Yuchen Xiao, Brett Daley, Christopher Amato

295-354

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Efficient Multi-Goal Reinforcement Learning via Value Consistency Prioritization

Jiawei Xu, Shuxing Li, Rui Yang, Chun Yuan, Lei Han

355-376

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Your Prompt is My Command: On Assessing the Human-Centred Generality of Multimodal Models

Wout Schellaert, Fernando Martínez-Plumed , Karina Vold, John Burden, Pablo A. M. Casares, Bao Sheng Loe, Roi Reichart, Sean Ó hÉigeartaigh, Anna Korhonen, José Hernández-Orallo

377-394

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Contract Scheduling with Predictions

Spyros Angelopoulos, Shahin Kamali

395-426

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Towards Green Automated Machine Learning: Status Quo and Future Directions

Tanja Tornede, Alexander Tornede, Jonas Hanselle, Felix Mohr, Marcel Wever, Eyke Hüllermeier

427-457

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The Complexity of Matching Games: A Survey

Marton Benedek, Peter Biro, Matthew Johnson, Daniel Paulusma, Xin Ye

459-485

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Stackelberg Security Games with Contagious Attacks on a Network: Reallocation to the Rescue

Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia

487-515

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A Markov Framework for Learning and Reasoning About Strategies in Professional Soccer

Maaike Van Roy, Pieter Robberechts, Wen-Chi Yang, Luc De Raedt, Jesse Davis

517-562

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On Dynamics in Structured Argumentation Formalisms

Anna Rapberger, Markus Ulbricht

563-643

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FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks

Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

645-682

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First-Order Context-Specific Likelihood Weighting in Hybrid Probabilistic Logic Programs

Nitesh Kumar, Ondřej Kuželka, Luc De Raedt

683-735

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The Jiminy Advisor: Moral Agreements among Stakeholders Based on Norms and Argumentation

Beishui Liao, Pere Pardo, Marija Slavkovik, Leendert van der Torre

737-792

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Your College Dorm and Dormmates: Fair Resource Sharing with Externalities

Jiarui Gan, Bo Li, Yingkai Li

793-820

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MDP Playground: An Analysis and Debug Testbed for Reinforcement Learning

Raghu Rajan, Jessica Lizeth Borja Diaz, Suresh Guttikonda, Fabio Ferreira, André Biedenkapp, Jan Ole von Hartz, Frank Hutter

821-890

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Equivalence in Argumentation Frameworks with a Claim-centric View: Classical Results with Novel Ingredients

Ringo Baumann, Anna Rapberger, Markus Ulbricht

891-948

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SAlign: A Graph Neural Attention Framework for Aligning Structurally Heterogeneous Networks

Shruti Saxena, Joydeep Chandra

949-969

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Information Lattice Learning

Haizi Yu, James A. Evans, Lav R. Varshney

971-1019

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A Model to Support Collective Reasoning: Formalization, Analysis and Computational Assessment

Jordi Ganzer, Natalia Criado, Maite Lopez-Sanchez, Simon Parsons, Juan A. Rodriguez-Aguilar

1021-1086

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Mimicking Behaviors in Separated Domains

Giuseppe De Giacomo, Dror Fried, Fabio Patrizi, Shufang Zhu

1087-1112

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How to DP-fy ML: A Practical Guide to Machine Learning with Differential Privacy

Natalia Ponomareva, Hussein Hazimeh, Alex Kurakin, Zheng Xu, Carson Denison, H. Brendan McMahan, Sergei Vassilvitskii, Steve Chien, Abhradeep Guha Thakurta

1113-1201

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Hierarchical Decompositions and Termination Analysis for Generalized Planning

Siddharth Srivastava

1203-1236

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Complexity of Computing the Shapley Value in Partition Function Form Games

Oskar Skibski

1237-1274

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Program Synthesis with Best-First Bottom-Up Search

Saqib Ameen, Levi H.S. Lelis

1275-1310

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Dynamic Controllability of Temporal Plans in Uncertain and Partially Observable Environments

Arthur Bit-Monnot, Paul Morris

1311-1369

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Qualitative Reasoning about 2D Cardinal Directions using Answer Set Programming

Yusuf Izmirlioglu, Esra Erdem

1371-1453

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Classes of Hard Formulas for QBF Resolution

Agnes Schleitzer, Olaf Beyersdorff

1455-1487

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Improved Peel-and-Bound: Methods for Generating Dual Bounds with Multivalued Decision Diagrams

Isaac Rudich, Quentin Cappart, Louis-Martin Rousseau

1489-1538

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Certified Dominance and Symmetry Breaking for Combinatorial Optimisation

Bart Bogaerts, Stephan Gocht, Ciaran McCreesh, Jakob Nordström

1539–1589

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Optimality Guarantees for Particle Belief Approximation of POMDPs

Michael H. Lim, Tyler J. Becker, Mykel J. Kochenderfer, Claire J. Tomlin, Zachary N. Sunberg

1591-1636

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Automatically Finding the Right Probabilities in Bayesian Networks

Bahare Salmani, Joost-Pieter Katoen

1637-1696

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Prediction of Social Dynamic Agents and Long-Tailed Learning Challenges: A Survey

Divya Thuremella, Lars Kunze

1697-1772

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