📰 Artificial Intelligence 2020: all accepted papers

95 papers · the most cited first · ← Artificial Intelligence 2020

1. Multiple object tracking: A literature review ↗Wenhan Luo, Junliang Xing, Anton Milan et al.1,099 citations
2. Evaluating XAI: A comparison of rule-based and example-based explanations ↗Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.391 citations
3. Explanation in AI and law: Past, present and future ↗Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala178 citations
4. Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗Pedro Sequeira, Melinda T. Gervasio104 citations
5. Evaluating local explanation methods on ground truth ↗Riccardo Guidotti98 citations
6. Adapting a kidney exchange algorithm to align with human values ↗Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.87 citations
7. Swarm intelligence for self-organized clustering ↗Michael Christoph Thrun, Alfred Ultsch84 citations
8. Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗Christoph Benzmüller, Xavier Parent, Leendert van der Torre62 citations
9. Combining gaze and AI planning for online human intention recognition ↗Ronal Singh, Tim Miller, Joshua Newn et al.60 citations
10. PopMNet: Generating structured pop music melodies using neural networks ↗Jian Wu, Xiaoguang Liu, Xiaolin Hu et al.57 citations
11. SCCWalk: An efficient local search algorithm and its improvements for maximum weight clique problem ↗Yiyuan Wang, Shaowei Cai, Jiejiang Chen et al.56 citations
12. Ethical approaches and autonomous systems ↗Trevor J. M. Bench-Capon55 citations
13. How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations ↗Nripsuta Ani Saxena, Karen Huang, Evan DeFilippis et al.49 citations
14. Old techniques in new ways: Clause weighting, unit propagation and hybridization for maximum satisfiability ↗Shaowei Cai, Zhendong Lei48 citations
15. Memetic algorithms outperform evolutionary algorithms in multimodal optimisation ↗Phan Trung Hai Nguyen, Dirk Sudholt43 citations
16. Negotiating team formation using deep reinforcement learning ↗Yoram Bachrach, Richard Everett, Edward Hughes et al.40 citations
17. Qualitative case-based reasoning and learning ↗Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa et al.39 citations
18. Rethinking epistemic logic with belief bases ↗Emiliano Lorini39 citations
19. Synchronous bidirectional inference for neural sequence generation ↗Jiajun Zhang, Long Zhou, Yang Zhao et al.38 citations
20. Robust learning with imperfect privileged information ↗Xue Li, Bo Du, Chang Xu et al.36 citations
21. Fair navigation planning: A resource for characterizing and designing fairness in mobile robots ↗Martim Brandão, Marina Denise Jirotka, Helena Webb et al.34 citations
22. Price of Pareto Optimality in hedonic games ↗Edith Elkind, Angelo Fanelli, Michele Flammini31 citations
23. A technical survey on statistical modelling and design methods for crowdsourcing quality control ↗Yuan Jin, Mark Carman, Ye Zhu et al.30 citations
24. Boolean algebras of conditionals, probability and logic ↗Tommaso Flaminio, Lluı́s Godo, Hykel Hosni30 citations
25. Epistemic graphs for representing and reasoning with positive and negative influences of arguments ↗Anthony Hunter, Sylwia Polberg, Matthias Thimm30 citations
26. An approach for combining ethical principles with public opinion to guide public policy ↗Edmond Awad, Michael Anderson, Susan Leigh Anderson et al.29 citations
27. DEL-based epistemic planning: Decidability and complexity ↗Thomas Bolander, Tristan Charrier, Sophie Pinchinat et al.28 citations
28. SAT-based explicit LTLf satisfiability checking ↗Jianwen Li, Geguang Pu, Yueling Zhang et al.28 citations
29. A reconstruction of multipreference closure ↗Laura Giordano, Valentina Gliozzi26 citations
30. Dependency-based syntax-aware word representations ↗Meishan Zhang, Zhenghua Li, Guohong Fu et al.25 citations
31. Mis- and disinformation in a bounded confidence model ↗Igor Douven, Rainer Hegselmann25 citations
32. Story embedding: Learning distributed representations of stories based on character networks ↗O‐Joun Lee, Jason J. Jung24 citations
33. Verification of multi-agent systems with public actions against strategy logic ↗Francesco Belardinelli, Alessio R. Lomuscio, Aniello Murano et al.24 citations
34. Dynamic term-modal logics for first-order epistemic planning ↗Andrés Occhipinti Liberman, Andreas Achen, Rasmus K. Rendsvig23 citations
35. Real-time reasoning in OWL2 for GDPR compliance ↗Piero A. Bonatti, Luca Ioffredo, Iliana M. Petrova et al.23 citations
36. Weakly-supervised sensor-based activity segmentation and recognition via learning from distributions ↗Hangwei Qian, Sinno Jialin Pan, Chunyan Miao23 citations
37. An epistemic logic of blameworthiness ↗Pavel Naumov, Jia Tao22 citations
38. Embedding deep networks into visual explanations ↗Zhongang Qi, Saeed Khorram, Fuxin Li22 citations
39. Spatial relation learning for explainable image classification and annotation in critical applications ↗Régis Pierrard, Jean-Philippe Poli, Céline Hudelot22 citations
40. Relative inconsistency measures ↗Philippe Besnard, John Grant20 citations
41. Utilitarian welfare and representation guarantees of approval-based multiwinner rules ↗Martin Lackner, Piotr Skowron20 citations
42. A lightweight epistemic logic and its application to planning ↗Martin Cooper, Andreas Herzig, Faustine Maffre et al.19 citations
43. Automated temporal equilibrium analysis: Verification and synthesis of multi-player games ↗Julián Gutiérrez, Muhammad Sharfi Najib, Giuseppe Perelli et al.19 citations
44. Definability for model counting ↗Jean-Marie Lagniez, Emmanuel Lonca, Pierre Marquis18 citations
45. Evaluation of the moral permissibility of action plans ↗Felix Lindner, Robert Mattmüller, Bernhard Nebel18 citations
46. Limited lookahead in imperfect-information games ↗Christian Kroer, Tüomas Sandholm16 citations
47. On the equivalence of optimal recommendation sets and myopically optimal query sets ↗Paolo Viappiani, Craig E. Boutilier16 citations
48. On the complexity of reasoning about opinion diffusion under majority dynamics ↗Vincenzo Auletta, Diodato Ferraioli, Gianluigi Greco15 citations
49. Quantifying controllability in temporal networks with uncertainty ↗Shyan Akmal, Savana Ammons, Hemeng Li et al.15 citations
50. The logic of gossiping ↗Hans van Ditmarsch, Wiebe van der Hoek, Louwe B. Kuijer15 citations
51. X*: Anytime Multi-Agent Path Finding for Sparse Domains using Window-Based Iterative Repairs ↗Kyle Vedder, Joydeep Biswas15 citations
52. Complexity of abstract argumentation under a claim-centric view ↗Wolfgang Dvořák, Stefan Woltran14 citations
53. Autoepistemic answer set programming ↗Pedro Cabalar, Jorge Fandinno, Luís Fariñas del Cerro13 citations
54. Probabilistic reasoning about epistemic action narratives ↗Fabio Aurelio D’Asaro, Antonis Bikakis, Luke Dickens et al.12 citations
55. The computational complexity of Angry Birds ↗Matthew Stephenson, Jochen Renz, Xiaoyu Ge12 citations
56. Artificial Intelligence requires more than deep learning — but what, exactly? ↗Michael Wooldridge11 citations
57. CPCES: A planning framework to solve conformant planning problems through a counterexample guided refinement ↗Alban Grastien, Enrico Scala11 citations
58. Handling and measuring inconsistency in non-monotonic logics ↗Markus Ulbricht, Matthias Thimm, Gerhard Brewka11 citations
59. Using POMDPs for learning cost sensitive decision trees ↗Shlomi Maliah, Guy Shani11 citations
60. Dashed strings for string constraint solving ↗Roberto Amadini, Graeme Gange, Peter J. Stuckey10 citations
61. Peeking Behind the Ordinal Curtain: Improving Distortion via Cardinal Queries ↗Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas et al.10 citations
62. Combining experts' causal judgments ↗Dalal Alrajeh, Hana Chockler, Joseph Yehuda Halpern9 citations
63. Compatibility, desirability, and the running intersection property ↗Enrique Miranda, Marco Zaffalon A9 citations
64. Game description language and dynamic epistemic logic compared ↗Thorsten Engesser, Robert Mattmüller, Bernhard Nebel et al.9 citations
65. Metamodeling and metaquerying in OWL2QL ↗Maurizio Lenzerini B, Lorenzo Lepore, Antonella Poggi9 citations
66. On strengthening the logic of iterated belief revision: Proper ordinal interval operators ↗Richard Booth, Jake Chandler9 citations
67. Regression and progression in stochastic domains ↗Vaishak Belle, Hector J. Levesque9 citations
68. Understanding the power of Max-SAT resolution through UP-resilience ↗Mohamed Sami Cherif, Djamal Habet, André Abramé9 citations
69. When security games hit traffic: A deployed optimal traffic enforcement system ↗Ariel Rosenfeld, Oleg Maksimov, Sarit Kraus9 citations
70. Autoepistemic equilibrium logic and epistemic specifications ↗Ezgi Iraz Su, Luís Fariñas del Cerro, Andreas Herzig8 citations
71. Book review ↗Norman Fenton, Martin Neil, Anthony Costa Constantinou8 citations
72. Compact and efficient encodings for planning in factored state and action spaces with learned Binarized Neural Network transition models ↗Buser Say, Scott Sanner7 citations
73. On the limits of forgetting in Answer Set Programming ↗Ricardo Gonçalves, Matthias Knorr, João Alexandre Leite et al.7 citations
74. Probability pooling for dependent agents in collective learning ↗Jonathan Lawry B, Chanelle Lee7 citations
75. Dynamically improved bounds bidirectional search ↗Edward C. Sewell, Sheldon H. Jacobson6 citations
76. Effective footstep planning using homotopy-class guidance ↗Vinitha Ranganeni, Sahit Chintalapudi, Oren Salzman et al.6 citations
77. Knowledge-based programs as succinct policies for partially observable domains ↗Bruno Zanuttini, Jérôme Lang, Abdallah Saffidine et al.6 citations
78. Special issue on autonomous agents modelling other agents: Guest editorial ↗Stefano V. Albrecht, Peter Stone, Michael P. Wellman6 citations
79. Time-delayed collective flow diffusion models for inferring latent people flow from aggregated data at limited locations ↗Yusuke Zn Tanaka, Tomoharu Iwata, Takeshi Kurashima et al.6 citations
80. An integrated approach to solving influence diagrams and finite-horizon partially observable decision processes ↗Eric A. Hansen5 citations
81. Intention as commitment toward time ↗Marc van Zee, Dragan Doder, Leendert van der Torre et al.5 citations
82. Knowing the price of success ↗Rui Cao, Pavel Naumov5 citations
83. On fair price discrimination in multi-unit markets ↗Michele Flammini, Manuel Mauro, Matteo Tonelli5 citations
84. On pruning search trees of impartial games ↗Piotr Beling, Marek Rogalski5 citations
85. Batch repair actions for automated troubleshooting ↗Hilla Shinitzky, Roni Stern4 citations
86. Fixed point semantics for stream reasoning ↗Christian Antić4 citations
87. Interpretable time series kernel analytics by pre-image estimation ↗Thi Phuong Thao Tran, Ahlame Douzal-Chouakria, Saeed Varasteh Yazdi et al.4 citations
88. Intrinsic approaches to prioritizing diagnoses in multi-context systems ↗Kedian Mu4 citations
89. On composition of bounded-recall plans ↗Kaya Deuser, Pavel Naumov4 citations
90. So, what exactly is a qualitative calculus? ↗Armen Inants, Jérôme Euzenat4 citations
91. On quasi-inconsistency and its complexity ↗Carl Corea, Matthias Thimm2 citations
92. Selecting goals in oversubscription planning using relaxed plans ↗Ángel García‐Olaya, Tomás de la Rosa, Daniel Borrajo2 citations
93. Automated construction of bounded-loss imperfect-recall abstractions in extensive-form games ↗Jiří Čermák, Viliam Lisý, Branislav Bošanský1 citation
94. Pruning external minimality checking for answer set programs using semantic dependencies ↗Thomas Eiter, Tobias Kaminski1 citation
95. Ballooning Multi-Armed Bandits ↗Ganesh Sambhaji Ghalme, Swapnil Dhamal, Shweta Jain et al.

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