📰 Journal of Artificial Intelligence Research 2012 — papers

The works of Journal of Artificial Intelligence Research published in 2012 that our library holds (publisher: AI Access Foundation): 1 work, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. A Market-Inspired Approach for Intersection Management in Urban Road Traffic Networks ↗Matteo Vasirani, Sascha Ossowskí140 citations
2. COLIN: Planning with Continuous Linear Numeric Change ↗Andrew Coles, Andrew Coles, Maria Fox et al.132 citations
3. A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing ↗Alexander M. Rush, M. J. Collins102 citations
4. Safe Exploration of State and Action Spaces in Reinforcement Learning ↗J. Garcia, F. Fernandez85 citations
5. Complexity of Judgment Aggregation ↗Ulle Endriss, Umberto Grandi, Daniele Porello84 citations
6. Transforming Graph Data for Statistical Relational Learning ↗Ryan A. Rossi, Luke K. McDowell, David W. Aha et al.70 citations
7. Domain and Function: A Dual-Space Model of Semantic Relations and Compositions ↗P. D. Turney66 citations
8. A New Look at BDDs for Pseudo-Boolean Constraints ↗I. Abío, R. Nieuwenhuis, A. Oliveras et al.63 citations
9. Coalition Structure Generation over Graphs ↗T. Voice, Maria Polukarov, Nicholas R. Jennings59 citations
10. Counting-Based Search: Branching Heuristics for Constraint Satisfaction Problems ↗Gilles Pesant, Claude-Guy Quimper, A. Zanarini55 citations

All works of the year (52)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. A Market-Inspired Approach for Intersection Management in Urban Road Traffic Networks ↗Matteo Vasirani, Sascha Ossowskí140 citations
2. COLIN: Planning with Continuous Linear Numeric Change ↗Andrew Coles, Andrew Coles, Maria Fox et al.132 citations
3. A Tutorial on Dual Decomposition and Lagrangian Relaxation for Inference in Natural Language Processing ↗Alexander M. Rush, M. J. Collins102 citations
4. Safe Exploration of State and Action Spaces in Reinforcement Learning ↗J. Garcia, F. Fernandez85 citations
5. Complexity of Judgment Aggregation ↗Ulle Endriss, Umberto Grandi, Daniele Porello84 citations
6. Transforming Graph Data for Statistical Relational Learning ↗Ryan A. Rossi, Luke K. McDowell, David W. Aha et al.70 citations
7. Domain and Function: A Dual-Space Model of Semantic Relations and Compositions ↗P. D. Turney66 citations
8. A New Look at BDDs for Pseudo-Boolean Constraints ↗I. Abío, R. Nieuwenhuis, A. Oliveras et al.63 citations
9. Coalition Structure Generation over Graphs ↗T. Voice, Maria Polukarov, Nicholas R. Jennings59 citations
10. Counting-Based Search: Branching Heuristics for Constraint Satisfaction Problems ↗Gilles Pesant, Claude-Guy Quimper, A. Zanarini55 citations
11. Computing All-Pairs Shortest Paths by Leveraging Low Treewidth ↗Léon Planken, Mathijs M. De Weerdt, Roman van der Krogt53 citations
12. Improving Statistical Machine Translation for a Resource-Poor Language Using Related Resource-Rich Languages ↗Preslav Nakov, H. T. Ng51 citations
13. Avoiding and Escaping Depressions in Real-Time Heuristic Search ↗Carlos Hernández, Jorge A. Baier50 citations
14. Reformulating the Situation Calculus and the Event Calculus in the General Theory of Stable Models and in Answer Set Programming ↗Joohyung Lee, R. Palla48 citations
15. Location-Based Reasoning about Complex Multi-Agent Behavior ↗Adam Sadilek, Henry Kautz40 citations
16. Learning and Reasoning with Action-Related Places for Robust Mobile Manipulation ↗F. Stulp, A. Fedrizzi, L. Mösenlechner et al.36 citations
17. Robust Local Search for Solving RCPSP/max with Durational Uncertainty ↗N. Fu, Hoong Chuin Lau, Pradeep Reddy Varakantham et al.34 citations
18. Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams ↗Y. Zeng, P. Doshi32 citations
19. Plan-based Policies for Efficient Multiple Battery Load Management ↗Maria Fox, Derek Long, Daniele Magazzeni32 citations
20. Solving Limited Memory Influence Diagrams ↗Denis Deratani Mauá, Cassio Polpo de Campos, Marco Zaffalon A32 citations
21. Reasoning over Ontologies with Hidden Content: The Import-by-Query Approach ↗Bernardo Cuenca Grau, Boris Motik31 citations
22. Narrative Planning: Compilations to Classical Planning ↗Patrik Haslum29 citations
23. SAP Speaks PDDL: Exploiting a Software-Engineering Model for Planning in Business Process Management ↗Jörg Hoffmann, Ingo M. Weber, Frank Michael Kraft26 citations
24. Learning to Win by Reading Manuals in a Monte-Carlo Framework ↗S. R. K. Branavan, David Silver, Regina Barzilay25 citations
25. Irrelevant and independent natural extension for sets of desirable gambles ↗Gert de Cooman, Enrique Miranda24 citations

See all 52 papers in Journal of Artificial Intelligence Research 2012 — papers →

📄 Works with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. The Arcade Learning Environment: An Evaluation Platform for General AgentsJournal of Artificial Intelligence ResearchMarc G. Bellemare, Yavar Naddaf, Joel Veness, et al.2012 · 1,257 citations

📚 Fields

🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of AlbertaEdmonton · Canada1 work here

works and citations from OpenAlex and our library.

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