---
title: "Artificial Intelligence 2020 — all accepted papers"
description: "All 95 papers of Artificial Intelligence 2020, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/artificial-intelligence/2020/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/artificial-intelligence/2020/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/) / [2020](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/2020/) / papers

# Artificial Intelligence 2020: all accepted papers

95 papers · the most cited first · [← Artificial Intelligence 2020](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/2020/)

1. **[Multiple object tracking: A literature review ↗](https://doi.org/10.1016/j.artint.2020.103448)**Wenhan Luo, Junliang Xing, Anton Milan et al.*1,099 citations*
2. **[Evaluating XAI: A comparison of rule-based and example-based explanations ↗](https://doi.org/10.1016/j.artint.2020.103404)**Jasper van der Waa, Elisabeth G.I. Nieuwburg, Anita Cremers et al.*391 citations*
3. **[Explanation in AI and law: Past, present and future ↗](https://doi.org/10.1016/j.artint.2020.103387)**Katie M. Atkinson, Trevor J. M. Bench-Capon, Danushka Bollegala*178 citations*
4. **[Interestingness elements for explainable reinforcement learning: Understanding agents' capabilities and limitations ↗](https://doi.org/10.1016/j.artint.2020.103367)**Pedro Sequeira, Melinda T. Gervasio*104 citations*
5. **[Evaluating local explanation methods on ground truth ↗](https://doi.org/10.1016/j.artint.2020.103428)**Riccardo Guidotti*98 citations*
6. **[Adapting a kidney exchange algorithm to align with human values ↗](https://doi.org/10.1016/j.artint.2020.103261)**Rachel Freedman, Jana Schaich Borg, Walter P. Sinnott-Armstrong et al.*87 citations*
7. **[Swarm intelligence for self-organized clustering ↗](https://doi.org/10.1016/j.artint.2020.103237)**Michael Christoph Thrun, Alfred Ultsch*84 citations*
8. **[Designing normative theories for ethical and legal reasoning: LogiKEy framework, methodology, and tool support ↗](https://doi.org/10.1016/j.artint.2020.103348)**Christoph Benzmüller, Xavier Parent, Leendert van der Torre*62 citations*
9. **[Combining gaze and AI planning for online human intention recognition ↗](https://doi.org/10.1016/j.artint.2020.103275)**Ronal Singh, Tim Miller, Joshua Newn et al.*60 citations*
10. **[PopMNet: Generating structured pop music melodies using neural networks ↗](https://doi.org/10.1016/j.artint.2020.103303)**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 ↗](https://doi.org/10.1016/j.artint.2019.103230)**Yiyuan Wang, Shaowei Cai, Jiejiang Chen et al.*56 citations*
12. **[Ethical approaches and autonomous systems ↗](https://doi.org/10.1016/j.artint.2020.103239)**Trevor J. M. Bench-Capon*55 citations*
13. **[How do fairness definitions fare? Testing public attitudes towards three algorithmic definitions of fairness in loan allocations ↗](https://doi.org/10.1016/j.artint.2020.103238)**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 ↗](https://doi.org/10.1016/j.artint.2020.103354)**Shaowei Cai, Zhendong Lei*48 citations*
15. **[Memetic algorithms outperform evolutionary algorithms in multimodal optimisation ↗](https://doi.org/10.1016/j.artint.2020.103345)**Phan Trung Hai Nguyen, Dirk Sudholt*43 citations*
16. **[Negotiating team formation using deep reinforcement learning ↗](https://doi.org/10.1016/j.artint.2020.103356)**Yoram Bachrach, Richard Everett, Edward Hughes et al.*40 citations*
17. **[Qualitative case-based reasoning and learning ↗](https://doi.org/10.1016/j.artint.2020.103258)**Thiago Pedro Donadon Homem, Paulo Eduardo Santos, Anna Helena Reali Costa et al.*39 citations*
18. **[Rethinking epistemic logic with belief bases ↗](https://doi.org/10.1016/j.artint.2020.103233)**Emiliano Lorini*39 citations*
19. **[Synchronous bidirectional inference for neural sequence generation ↗](https://doi.org/10.1016/j.artint.2020.103234)**Jiajun Zhang, Long Zhou, Yang Zhao et al.*38 citations*
20. **[Robust learning with imperfect privileged information ↗](https://doi.org/10.1016/j.artint.2020.103246)**Xue Li, Bo Du, Chang Xu et al.*36 citations*
21. **[Fair navigation planning: A resource for characterizing and designing fairness in mobile robots ↗](https://doi.org/10.1016/j.artint.2020.103259)**Martim Brandão, Marina Denise Jirotka, Helena Webb et al.*34 citations*
22. **[Price of Pareto Optimality in hedonic games ↗](https://doi.org/10.1016/j.artint.2020.103357)**Edith Elkind, Angelo Fanelli, Michele Flammini*31 citations*
23. **[A technical survey on statistical modelling and design methods for crowdsourcing quality control ↗](https://doi.org/10.1016/j.artint.2020.103351)**Yuan Jin, Mark Carman, Ye Zhu et al.*30 citations*
24. **[Boolean algebras of conditionals, probability and logic ↗](https://doi.org/10.1016/j.artint.2020.103347)**Tommaso Flaminio, Lluı́s Godo, Hykel Hosni*30 citations*
25. **[Epistemic graphs for representing and reasoning with positive and negative influences of arguments ↗](https://doi.org/10.1016/j.artint.2020.103236)**Anthony Hunter, Sylwia Polberg, Matthias Thimm*30 citations*
26. **[An approach for combining ethical principles with public opinion to guide public policy ↗](https://doi.org/10.1016/j.artint.2020.103349)**Edmond Awad, Michael Anderson, Susan Leigh Anderson et al.*29 citations*
27. **[DEL-based epistemic planning: Decidability and complexity ↗](https://doi.org/10.1016/j.artint.2020.103304)**Thomas Bolander, Tristan Charrier, Sophie Pinchinat et al.*28 citations*
28. **[SAT-based explicit LTLf satisfiability checking ↗](https://doi.org/10.1016/j.artint.2020.103369)**Jianwen Li, Geguang Pu, Yueling Zhang et al.*28 citations*
29. **[A reconstruction of multipreference closure ↗](https://doi.org/10.1016/j.artint.2020.103398)**Laura Giordano, Valentina Gliozzi*26 citations*
30. **[Dependency-based syntax-aware word representations ↗](https://doi.org/10.1016/j.artint.2020.103427)**Meishan Zhang, Zhenghua Li, Guohong Fu et al.*25 citations*
31. **[Mis- and disinformation in a bounded confidence model ↗](https://doi.org/10.1016/j.artint.2020.103415)**Igor Douven, Rainer Hegselmann*25 citations*
32. **[Story embedding: Learning distributed representations of stories based on character networks ↗](https://doi.org/10.1016/j.artint.2020.103235)**O‐Joun Lee, Jason J. Jung*24 citations*
33. **[Verification of multi-agent systems with public actions against strategy logic ↗](https://doi.org/10.1016/j.artint.2020.103302)**Francesco Belardinelli, Alessio R. Lomuscio, Aniello Murano et al.*24 citations*
34. **[Dynamic term-modal logics for first-order epistemic planning ↗](https://doi.org/10.1016/j.artint.2020.103305)**Andrés Occhipinti Liberman, Andreas Achen, Rasmus K. Rendsvig*23 citations*
35. **[Real-time reasoning in OWL2 for GDPR compliance ↗](https://doi.org/10.1016/j.artint.2020.103389)**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 ↗](https://doi.org/10.1016/j.artint.2020.103429)**Hangwei Qian, Sinno Jialin Pan, Chunyan Miao*23 citations*
37. **[An epistemic logic of blameworthiness ↗](https://doi.org/10.1016/j.artint.2020.103269)**Pavel Naumov, Jia Tao*22 citations*
38. **[Embedding deep networks into visual explanations ↗](https://doi.org/10.1016/j.artint.2020.103435)**Zhongang Qi, Saeed Khorram, Fuxin Li*22 citations*
39. **[Spatial relation learning for explainable image classification and annotation in critical applications ↗](https://doi.org/10.1016/j.artint.2020.103434)**Régis Pierrard, Jean-Philippe Poli, Céline Hudelot*22 citations*
40. **[Relative inconsistency measures ↗](https://doi.org/10.1016/j.artint.2019.103231)**Philippe Besnard, John Grant*20 citations*
41. **[Utilitarian welfare and representation guarantees of approval-based multiwinner rules ↗](https://doi.org/10.1016/j.artint.2020.103366)**Martin Lackner, Piotr Skowron*20 citations*
42. **[A lightweight epistemic logic and its application to planning ↗](https://doi.org/10.1016/j.artint.2020.103437)**Martin Cooper, Andreas Herzig, Faustine Maffre et al.*19 citations*
43. **[Automated temporal equilibrium analysis: Verification and synthesis of multi-player games ↗](https://doi.org/10.1016/j.artint.2020.103353)**Julián Gutiérrez, Muhammad Sharfi Najib, Giuseppe Perelli et al.*19 citations*
44. **[Definability for model counting ↗](https://doi.org/10.1016/j.artint.2019.103229)**Jean-Marie Lagniez, Emmanuel Lonca, Pierre Marquis*18 citations*
45. **[Evaluation of the moral permissibility of action plans ↗](https://doi.org/10.1016/j.artint.2020.103350)**Felix Lindner, Robert Mattmüller, Bernhard Nebel*18 citations*
46. **[Limited lookahead in imperfect-information games ↗](https://doi.org/10.1016/j.artint.2019.103218)**Christian Kroer, Tüomas Sandholm*16 citations*
47. **[On the equivalence of optimal recommendation sets and myopically optimal query sets ↗](https://doi.org/10.1016/j.artint.2020.103328)**Paolo Viappiani, Craig E. Boutilier*16 citations*
48. **[On the complexity of reasoning about opinion diffusion under majority dynamics ↗](https://doi.org/10.1016/j.artint.2020.103288)**Vincenzo Auletta, Diodato Ferraioli, Gianluigi Greco*15 citations*
49. **[Quantifying controllability in temporal networks with uncertainty ↗](https://doi.org/10.1016/j.artint.2020.103384)**Shyan Akmal, Savana Ammons, Hemeng Li et al.*15 citations*
50. **[The logic of gossiping ↗](https://doi.org/10.1016/j.artint.2020.103306)**Hans van Ditmarsch, Wiebe van der Hoek, Louwe B. Kuijer*15 citations*
51. **[X*: Anytime Multi-Agent Path Finding for Sparse Domains using Window-Based Iterative Repairs ↗](https://doi.org/10.1016/j.artint.2020.103417)**Kyle Vedder, Joydeep Biswas*15 citations*
52. **[Complexity of abstract argumentation under a claim-centric view ↗](https://doi.org/10.1016/j.artint.2020.103290)**Wolfgang Dvořák, Stefan Woltran*14 citations*
53. **[Autoepistemic answer set programming ↗](https://doi.org/10.1016/j.artint.2020.103382)**Pedro Cabalar, Jorge Fandinno, Luís Fariñas del Cerro*13 citations*
54. **[Probabilistic reasoning about epistemic action narratives ↗](https://doi.org/10.1016/j.artint.2020.103352)**Fabio Aurelio D’Asaro, Antonis Bikakis, Luke Dickens et al.*12 citations*
55. **[The computational complexity of Angry Birds ↗](https://doi.org/10.1016/j.artint.2019.103232)**Matthew Stephenson, Jochen Renz, Xiaoyu Ge*12 citations*
56. **[Artificial Intelligence requires more than deep learning — but what, exactly? ↗](https://doi.org/10.1016/j.artint.2020.103386)**Michael Wooldridge*11 citations*
57. **[CPCES: A planning framework to solve conformant planning problems through a counterexample guided refinement ↗](https://doi.org/10.1016/j.artint.2020.103271)**Alban Grastien, Enrico Scala*11 citations*
58. **[Handling and measuring inconsistency in non-monotonic logics ↗](https://doi.org/10.1016/j.artint.2020.103344)**Markus Ulbricht, Matthias Thimm, Gerhard Brewka*11 citations*
59. **[Using POMDPs for learning cost sensitive decision trees ↗](https://doi.org/10.1016/j.artint.2020.103400)**Shlomi Maliah, Guy Shani*11 citations*
60. **[Dashed strings for string constraint solving ↗](https://doi.org/10.1016/j.artint.2020.103368)**Roberto Amadini, Graeme Gange, Peter J. Stuckey*10 citations*
61. **[Peeking Behind the Ordinal Curtain: Improving Distortion via Cardinal Queries ↗](https://doi.org/10.1016/j.artint.2021.103488)**Georgios Amanatidis, Georgios Birmpas, Aris Filos-Ratsikas et al.*10 citations*
62. **[Combining experts' causal judgments ↗](https://doi.org/10.1016/j.artint.2020.103355)**Dalal Alrajeh, Hana Chockler, Joseph Yehuda Halpern*9 citations*
63. **[Compatibility, desirability, and the running intersection property ↗](https://doi.org/10.1016/j.artint.2020.103274)**Enrique Miranda, Marco Zaffalon A*9 citations*
64. **[Game description language and dynamic epistemic logic compared ↗](https://doi.org/10.1016/j.artint.2020.103433)**Thorsten Engesser, Robert Mattmüller, Bernhard Nebel et al.*9 citations*
65. **[Metamodeling and metaquerying in OWL2QL ↗](https://doi.org/10.1016/j.artint.2020.103432)**Maurizio Lenzerini B, Lorenzo Lepore, Antonella Poggi*9 citations*
66. **[On strengthening the logic of iterated belief revision: Proper ordinal interval operators ↗](https://doi.org/10.1016/j.artint.2020.103289)**Richard Booth, Jake Chandler*9 citations*
67. **[Regression and progression in stochastic domains ↗](https://doi.org/10.1016/j.artint.2020.103247)**Vaishak Belle, Hector J. Levesque*9 citations*
68. **[Understanding the power of Max-SAT resolution through UP-resilience ↗](https://doi.org/10.1016/j.artint.2020.103397)**Mohamed Sami Cherif, Djamal Habet, André Abramé*9 citations*
69. **[When security games hit traffic: A deployed optimal traffic enforcement system ↗](https://doi.org/10.1016/j.artint.2020.103381)**Ariel Rosenfeld, Oleg Maksimov, Sarit Kraus*9 citations*
70. **[Autoepistemic equilibrium logic and epistemic specifications ↗](https://doi.org/10.1016/j.artint.2020.103249)**Ezgi Iraz Su, Luís Fariñas del Cerro, Andreas Herzig*8 citations*
71. **[Book review ↗](https://doi.org/10.1016/j.artint.2020.103286)**Norman Fenton, Martin Neil, Anthony Costa Constantinou*8 citations*
72. **[Compact and efficient encodings for planning in factored state and action spaces with learned Binarized Neural Network transition models ↗](https://doi.org/10.1016/j.artint.2020.103291)**Buser Say, Scott Sanner*7 citations*
73. **[On the limits of forgetting in Answer Set Programming ↗](https://doi.org/10.1016/j.artint.2020.103307)**Ricardo Gonçalves, Matthias Knorr, João Alexandre Leite et al.*7 citations*
74. **[Probability pooling for dependent agents in collective learning ↗](https://doi.org/10.1016/j.artint.2020.103371)**Jonathan Lawry B, Chanelle Lee*7 citations*
75. **[Dynamically improved bounds bidirectional search ↗](https://doi.org/10.1016/j.artint.2020.103405)**Edward C. Sewell, Sheldon H. Jacobson*6 citations*
76. **[Effective footstep planning using homotopy-class guidance ↗](https://doi.org/10.1016/j.artint.2020.103346)**Vinitha Ranganeni, Sahit Chintalapudi, Oren Salzman et al.*6 citations*
77. **[Knowledge-based programs as succinct policies for partially observable domains ↗](https://doi.org/10.1016/j.artint.2020.103365)**Bruno Zanuttini, Jérôme Lang, Abdallah Saffidine et al.*6 citations*
78. **[Special issue on autonomous agents modelling other agents: Guest editorial ↗](https://doi.org/10.1016/j.artint.2020.103292)**Stefano V. Albrecht, Peter Stone, Michael P. Wellman*6 citations*
79. **[Time-delayed collective flow diffusion models for inferring latent people flow from aggregated data at limited locations ↗](https://doi.org/10.1016/j.artint.2020.103430)**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 ↗](https://doi.org/10.1016/j.artint.2020.103431)**Eric A. Hansen*5 citations*
81. **[Intention as commitment toward time ↗](https://doi.org/10.1016/j.artint.2020.103270)**Marc van Zee, Dragan Doder, Leendert van der Torre et al.*5 citations*
82. **[Knowing the price of success ↗](https://doi.org/10.1016/j.artint.2020.103287)**Rui Cao, Pavel Naumov*5 citations*
83. **[On fair price discrimination in multi-unit markets ↗](https://doi.org/10.1016/j.artint.2020.103388)**Michele Flammini, Manuel Mauro, Matteo Tonelli*5 citations*
84. **[On pruning search trees of impartial games ↗](https://doi.org/10.1016/j.artint.2020.103262)**Piotr Beling, Marek Rogalski*5 citations*
85. **[Batch repair actions for automated troubleshooting ↗](https://doi.org/10.1016/j.artint.2020.103260)**Hilla Shinitzky, Roni Stern*4 citations*
86. **[Fixed point semantics for stream reasoning ↗](https://doi.org/10.1016/j.artint.2020.103370)**Christian Antić*4 citations*
87. **[Interpretable time series kernel analytics by pre-image estimation ↗](https://doi.org/10.1016/j.artint.2020.103342)**Thi Phuong Thao Tran, Ahlame Douzal-Chouakria, Saeed Varasteh Yazdi et al.*4 citations*
88. **[Intrinsic approaches to prioritizing diagnoses in multi-context systems ↗](https://doi.org/10.1016/j.artint.2020.103383)**Kedian Mu*4 citations*
89. **[On composition of bounded-recall plans ↗](https://doi.org/10.1016/j.artint.2020.103399)**Kaya Deuser, Pavel Naumov*4 citations*
90. **[So, what exactly is a qualitative calculus? ↗](https://doi.org/10.1016/j.artint.2020.103385)**Armen Inants, Jérôme Euzenat*4 citations*
91. **[On quasi-inconsistency and its complexity ↗](https://doi.org/10.1016/j.artint.2020.103276)**Carl Corea, Matthias Thimm*2 citations*
92. **[Selecting goals in oversubscription planning using relaxed plans ↗](https://doi.org/10.1016/j.artint.2020.103414)**Ángel García‐Olaya, Tomás de la Rosa, Daniel Borrajo*2 citations*
93. **[Automated construction of bounded-loss imperfect-recall abstractions in extensive-form games ↗](https://doi.org/10.1016/j.artint.2020.103248)**Jiří Čermák, Viliam Lisý, Branislav Bošanský*1 citation*
94. **[Pruning external minimality checking for answer set programs using semantic dependencies ↗](https://doi.org/10.1016/j.artint.2020.103402)**Thomas Eiter, Tobias Kaminski*1 citation*
95. **[Ballooning Multi-Armed Bandits ↗](https://doi.org/10.1016/j.artint.2021.103485)**Ganesh Sambhaji Ghalme, Swapnil Dhamal, Shweta Jain et al.
- [← back to](https://md.research.elamur.ai/free/en/venues/artificial-intelligence/2020/) — Artificial Intelligence 2020