📰 Journal of Artificial Intelligence Research 2017: all accepted papers

68 papers · the most cited first · ← Journal of Artificial Intelligence Research 2017

1. DESPOT: Online POMDP Planning with Regularization ↗Nan Ye, Adhiraj Somani, David Hsu et al.177 citations
2. Dynamic Repositioning to Reduce Lost Demand in Bike Sharing Systems ↗S. K. Ghosh, Pradeep Reddy Varakantham, Yossiri Adulyasak et al.168 citations
3. Probabilistic Description Logics for Subjective Uncertainty ↗Víctor Gutiérrez-Basulto, Jean Christoph Jung, Carsten Lutz et al.117 citations
4. Randomized Social Choice Functions Under Metric Preferences ↗Elliot Anshelevich, John Postl102 citations
5. Subset Selection Via Implicit Utilitarian Voting ↗Ioannis Caragiannis, Swaprava Nath, Ariel D. Procaccia et al.91 citations
6. Probabilistic Reasoning with Abstract Argumentation Frameworks ↗Anthony Hunter, Matthias Thimm86 citations
7. Logical Formalizations of Commonsense Reasoning: A Survey ↗Ernest Davis84 citations
8. On Monte Carlo Tree Search and Reinforcement Learning ↗Tom Vodopivec, Spyridon Samothrakis, Branko Šter82 citations
9. Combinatorial Multi-armed Bandits for Real-Time Strategy Games ↗Santiago Ontañón81 citations
10. The Price of Anarchy in Auctions ↗Tim Roughgarden, Vasilis Syrgkanis, Éva Tardos75 citations
11. A Survey on Lexical Simplification ↗Gustavo Henrique Paetzold, Lucia Specia73 citations
12. Learning Discrete Bayesian Networks from Continuous Data ↗Yi-Chun Akchen, Tim A. Wheeler, Mykel J. Kochenderfer70 citations
13. Controlled School Choice with Soft Bounds and Overlapping Types ↗Ryoji Kurata, Naoto Hamada, Atsushi Iwasaki et al.67 citations
14. Complexity Results and Algorithms for Extension Enforcement in Abstract Argumentation ↗Johannes Peter Wallner, Andreas Niskanen, Matti J„ärvisalo60 citations
15. The Sixth Answer Set Programming Competition ↗Martin Gebser, Marco Maratea A, Francesco Ricca57 citations
16. Finding A Small Vertex Cover in Massive Sparse Graphs: Construct, Local Search, and Preprocess ↗Shaowei Cai, Jinkun Lin, Chuan Wen Luo50 citations
17. Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity ↗James Cussens, Matti J„ärvisalo, Janne H. Korhonen et al.48 citations
18. Complexity of n-Queens Completion ↗Ian Philip Gent, Christopher Jefferson, Peter W. Nightingale44 citations
19. Explicit Document Modeling through Weighted Multiple-Instance Learning ↗Nikolaos Pappas, Andréi Popescu-Belis42 citations
20. Local Search for Minimum Weight Dominating Set with Two-Level Configuration Checking and Frequency Based Scoring Function ↗Yiyuan Wang, Shaowei Cai, Minghao Yin40 citations
21. A Knowledge Level Account of Forgetting ↗James P. Delgrande39 citations
22. Chamberlin — Courant Rule with Approval Ballots: Approximating the MaxCover Problem with Bounded Frequencies in FPT Time ↗Piotr Skowron, Piotr Faliszewski39 citations
23. A Model-Theoretic View on Qualitative Constraint Reasoning ↗Manuel Bodirsky, Peter Jönsson36 citations
24. Robots in Retirement Homes: Applying Off-the-Shelf Planning and Scheduling to a Team of Assistive Robots ↗Tony T. Tran, Tiago Vaquero, Goldie Nejat et al.29 citations
25. Elections with Few Voters: Candidate Control Can Be Easy ↗Jiehua Chen, Piotr Faliszewski, Rolf Niedermeier et al.28 citations
26. On the Equivalence between Assumption-Based Argumentation and Logic Programming ↗Martin W. A. Caminada, Cláudia Schulz27 citations
27. On the Semantics and Complexity of Probabilistic Logic Programs ↗Fábio Gagliardi Cozman, Denis Deratani Mauá27 citations
28. The Linear Programming Approach to Reach-Avoid Problems for Markov Decision Processes ↗Nikolaos Kariotoglou, Maryam Kamgarpour, Tyler Holt Summers et al.27 citations
29. Viewpoint: A Critical View on Smart Cities and AI ↗Daniela Inclezan, Luis I. Prádanos24 citations
30. Axiomatising Incomplete Preferences through Sets of Desirable Gambles ↗Marco Zaffalon A, Enrique Miranda22 citations
31. Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs) ↗Asrar Ahmed, Pradeep Reddy Varakantham, Meghna Lowalekar et al.22 citations
32. Computational Aspects of Nearly Single-Peaked Electorates ↗Gábor Erdélyi, Martin Lackner, Andreas Pfandler21 citations
33. The Computational Complexity of Structure-Based Causality ↗Gadi Aleksandrowicz, Hana Chockler, Joseph Yehuda Halpern et al.21 citations
34. A Game Theoretic Analysis of the Adversarial Retrieval Setting ↗Ran Ben Basat, Moshe Tennenholtz, Oren Kurland19 citations
35. Improving the Efficiency of Dynamic Programming on Tree Decompositions via Machine Learning ↗Michael Abseher, Nysret Musliu, Stefan Woltran19 citations
36. Uniform Random Generation and Dominance Testing for CP-Nets ↗Thomas E. Allen, Judy Goldsmith, Hayden Elizabeth Justice et al.19 citations
37. Learning Neural Audio Embeddings for Grounding Semantics in Auditory Perception ↗Douwe Kiela, Stephen Charles Clark18 citations
38. Confidence Decision Trees via Online and Active Learning for Streaming Data ↗Rocco De Rosa, Nicolò Cesa‐Bianchi17 citations
39. Perturbation Training for Human-Robot Teams ↗Ramya M. Ramakrishnan, Chongjie Zhang, Julie Shah17 citations
40. Privacy Preserving Implementation of the Max-Sum Algorithm and its Variants ↗Tamir Tassa, Tal Grinshpoun, Roie Zivan17 citations
41. Tie-Breaking Strategies for Cost-Optimal Best First Search ↗Masataro Asai, Alex S. Fukunaga15 citations
42. A Probabilistic Formalization of the Appraisal for the OCC Event-Based Emotions ↗Jo�ão Carlos Gluz, Patrícia A. Jaques13 citations
43. Indirect Causes in Dynamic Bayesian Networks Revisited ↗Alexander Motzek, Ralf Möller13 citations
44. Logics of Common Ground ↗Tim Miller, Jens Pfau, Liz Sonenberg et al.13 citations
45. Rationalisation of Profiles of Abstract Argumentation Frameworks: Characterisation and Complexity ↗Stéphane Airiau, Elise Bonzon A, Ulle Endriss et al.13 citations
46. Resolving Over-Constrained Temporal Problems with Uncertainty through Conflict-Directed Relaxation ↗Peng Hong Yu, Brian Charles Williams, Cheng Fang et al.12 citations
47. Sample-Based Tree Search with Fixed and Adaptive State Abstractions ↗Jesse Hostetler, Alan Fern, Thomas G. Dietterich12 citations
48. Multi-Organ Exchange ↗John P. Dickerson, Tüomas Sandholm11 citations
49. Adopting the Cascade Model in Ad Auctions: Efficiency Bounds and Truthful Algorithmic Mechanisms ↗Gabriele Farina, Nicola Gatti10 citations
50. Decision-Theoretic Planning Under Anonymity in Agent Populations ↗Ekhlas Sonu, Yingke Chen, Prashant Doshi10 citations
51. Game-Theoretic Question Selection for Tests ↗Yuqian Li, Vincent Conitzer10 citations
52. A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing ↗Hao Zhou, Yue Zhang, Chuan Cheng et al.9 citations
53. New Canonical Representations by Augmenting OBDDs with Conjunctive Decomposition ↗Yong Lai, Dayou Liu, Minghao Yin9 citations
54. AND/OR Branch-and-Bound on a Computational Grid ↗Lars Otten, Rina Dechter8 citations
55. Managing Different Sources of Uncertainty in a BDI Framework in a Principled Way with Tractable Fragments ↗Kim Bauters, Kevin McAreavey, Weiru Liu et al.8 citations
56. Market Interfaces for Electric Vehicle Charging ↗Sebastian Stein, Enrico Gerding, Adrian Nedea et al.7 citations
57. Time and Space Bounds for Planning ↗Christer Bäckström, Peter Jönsson7 citations
58. Parliamentary Voting Procedures: Agenda Control, Manipulation, and Uncertainty ↗Robert Bredereck, Jiehua Chen, Rolf Niedermeier et al.6 citations
59. Preference-Based Inconsistency Management in Multi-Context Systems ↗Thomas Eiter, Antonius Weinzierl6 citations
60. On Hash-Based Work Distribution Methods for Parallel Best-First Search ↗Yuu Jinnai, Alex S. Fukunaga5 citations
61. Prime Implicate Generation in Equational Logic ↗Mnacho Echenim, Nicolas Peltier, Sophie Tourret5 citations
62. The Length of Shortest Vertex Paths in Binary Occupancy Grids Compared to Shortest r-Constrained Ones ↗Patrick Chisan Hew5 citations
63. Combining Lexical and Syntactic Features for Detecting Content-Dense Texts in News ↗Yinfei Yang, Ani Nenkova4 citations
64. Encoding Domain Transitions for Constraint-Based Planning ↗Nina Ghanbari Ghooshchi, Majid Namazi, M. A. Hakim Newton et al.4 citations
65. Residual-Guided Look-Ahead in AND/OR Search for Graphical Models ↗William Lam, Kalev Kask, Javier Larrosa et al.4 citations
66. Vocabulary Alignment in Openly Specified Interactions ↗Paula Chocrón, Marco Schorlemmer4 citations
67. Some Properties of Batch Value of Information in the Selection Problem ↗Shahaf Shperberg, Solomon Eyal Shimony3 citations
68. Kernel Contraction and Base Dependence ↗Mehrdad Oveisi, James P. Delgrande, Francis Jeffry Pelletier et al.2 citations

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