1996 ~2018 年历届 AAAI 优秀论文汇总

论文速递 sophie ⋅ 于 6天前 ⋅ 65 阅读

本文汇总了从1996年到2018年历届 AAAI 优秀论文,附上作者和论文链接。

2018

Memory-Augmented Monte Carlo Tree Search
作者:Chenjun Xiao, University of Alberta;Jincheng Mei, University of Alberta;Martin Müller, University of Alberta


2017

Label-Free Supervision of Neural Networks with Physics and DomainKnowledge
作者:Russell Stewart & Stefano Ermon, Stanford University

2016

Bidirectional Search That Is Guaranteed to Meet in the Middle
作者:Robert C. Holte, University of Alberta;Ariel Felner, Ben-Gurion University;Guni Sharon, Ben-Gurion University;Nathan R. Sturtevant, University of Denver


2015

From Non-Negative to General Operator Cost Partitioning
作者:Florian Pommerening, University of Basel;Malte Helmert, University of Basel;Gabriele Röger, University of Basel;Jendrik Seipp, University of Basel

2014

Recovering from Selection Bias in Causal and Statistical Inference
作者:Elias Bareinboim, University of California Los Angeles;Jin Tian, Iowa State University;Judea Pearl, University of California Los Angeles


2013

HC-Search: Learning Heuristics and Cost Functions for Structured Prediction
作者:Janardhan Rao Doppa, Oregon State University;Alan Fern, Oregon State University;Prasad Tadepalli, Oregon State University


SMILe: Shuffled Multiple-Instance Learning
作者:Gary Doran & Soumya Ray, Case Western Reserve University


2012

Learning SVM Classifiers with Indefinite Kernels
作者:Suicheng Gu & Yuhong Guo, Temple University

Document Summarization Based on Data Reconstruction
作者:Zhanying He, Zhejiang University;Chun Chen, Zhejiang University;Jiajun Bu, Zhejiang University;Can Wang, Zhejiang University;Lijan Zhang, Zhejiang University;Deng Cai, Zhejiang University;Xiaofei He, Zhejiang University


2011

Dynamic Resource Allocation in Conservation Planning
作者:Daniel Golovin, California Institute of Technology;Andreas Krause, ETH Zurich;Beth Gardner, North Carolina State University;Sarah J. Converse, Patuxent Wildlife Research Center;Steve Morey, U.S. Fish and Wildlife Service

Complexity of and Algorithms for Borda Manipulation
作者:Jessica Davies, University of Toronto;George Katsirelos, Université Paris-Sud;Nina Narodytska, University of New South Wales;Toby Walsh, NICTA


2010

How Incomplete Is Your Semantic Web Reasoner?
作者:Giorgos Stoilos, Oxford University;Bernardo Cuenca Grau, Oxford University;Ian Horrocks, Oxford University

A Novel Transition Based Encoding Scheme for Planning as Satisfiability
作者:Ruoyun Huang, Washington University in St. Louis;Yixin Chen, Washington University in St. Louis;Weixiong Zhang, Washington University in St. Louis
论文链接:https://www.aaai.org/ocs/index.php/AAAI/AAAI10/paper/viewPaper/1764

2008

How Good is Almost Perfect?
作者:Malte Helmert & Gabriele Röger, Albert-Ludwigs-Universität Freiburg
论文链接:http://new.aaai.org/Papers/AAAI/2008/AAAI08-150.pdf

Optimal False-Name-Proof Voting Rules with Costly Voting
作者:Liad Wagman & Vincent Conitzer, Duke University
论文链接:http://new.aaai.org/Papers/AAAI/2008/AAAI08-030.pdf

2007

PLOW: A Collaborative Task Learning Agent
作者:James Allen, Institute for Human and Machine Cognition;Nathanael Chambers, Stanford University;George Ferguson, University of Rochester;Lucian Galescu, Institute for Human and Machine Cognition;Hyuckchul Jung, Institute for Human and Machine Cognition;Mary Swift, University of Rochester;William Taysom, Institute for Human and Machine Cognition
论文链接:http://new.aaai.org/Papers/AAAI/2007/AAAI07-240.pdf

Thresholded Rewards: Acting Optimally in Timed, Zero-Sum Games
作者:Colin McMillen & Manuela Veloso, Carnegie Mellon University
论文链接:https://www.aaai.org/Papers/AAAI/2007/AAAI07-198.pdf

2006

Model Counting: A New Strategy for Obtaining Good Bounds
作者:Carla P. Gomes, Cornell University;Ashish Sabharwal, Cornell University;Bart Selman, Cornell University
论文链接:http://new.aaai.org/Papers/AAAI/2006/AAAI06-009.pdf

Towards an Axiom System for Default Logic
作者:Gerhard Lakemeyer, RWTH Aachen University;Hector J. Levesque, University of Toronto
论文链接:http://new.aaai.org/Papers/AAAI/2006/AAAI06-042.pdf

2005

The Max K- Armed Bandit: A New Model of Exploration Applied to Search Heuristic Selection
作者:Vincent A. Cicirello, Drexel University;Stephen F. Smith, Carnegie Mellon University
论文链接:http://new.aaai.org/Papers/AAAI/2005/AAAI05-215.pdf

2004

Learning and Inferring Transportation Routines
作者:Lin Liao, University of Washington;Dieter Fox, University of Washington;Henry Kautz, University of Washington
论文链接:https://www.sciencedirect.com/science/article/pii/S0004370207000380

2002

On Computing All Abductive Explanations
作者:Thomas Eiter, Technische Universität Wien;Kazuhisa Makino, Osaka University
论文链接:http://new.aaai.org/Papers/AAAI/2002/AAAI02-010.pdf

2000

The Game of Hex: An Automatic Theorem-Proving Approach to Game Programming
作者:Vadim V. Anshelevich, Vanshel Consulting
论文链接:https://www.aaai.org/Papers/AAAI/2000/AAAI00-029.pdf

1999

PROVERB: The Probabilistic Cruciverbalist
作者:Greg A. Keim, Duke University;Noam M. Shazeer, Duke University;Michael L. Littman, Duke University;Sushant Agarwal, Duke University;Catherine M. Cheves, Duke University;Joseph Fitzgerald, Duke University;Jason Grosland, Duke University;Fan Jiang, Duke University;Shannon Pollard, Duke University;Karl Weinmeister, Duke University
论文链接:http://new.aaai.org/Papers/AAAI/1999/AAAI99-101.pdf

1998

Learning Evaluation Functions for Global Optimization and Boolean Satisfiability
作者:Justin A. Boyan & Andrew W. Moore, Carnegie Mellon University
论文链接:https://www.aaai.org/Papers/AAAI/1998/AAAI98-001.pdf

Acceleration Methods for Numeric CSPs
作者:Yahia Lebbah & Olivier Lhomme, Ecole des Mines de Nantes
论文链接:http://new.aaai.org/Papers/AAAI/1998/AAAI98-003.pdf

The Interactive Museum Tour-Guide Robot
作者:Wolfram Burgard, University of Bonn;Armin B. Cremers, University of Bonn;Dieter Fox, University of Bonn;Dirk Hähnel, University of Bonn;Gerhard Lakemeyer, Aachen University of Technology;Dirk Schulz, University of Bonn;Walter Steiner, University of Bonn;Sebastian Thrun, Carnegie Mellon University
论文链接:https://www.aaai.org/Papers/AAAI/1998/AAAI98-002.pdf

1997

Statistical Parsing with a Context-Free Grammar and Word Statistics
作者:Eugene Charniak, Brown University
论文链接:https://www.semanticscholar.org/paper/Statistical-Parsing-with-a-Context-Free-Grammar-and-Charniak/2a5e619f2c5f4220438b1357e596db5b1578398d

A Practical Algorithm for Finding Optimal Triangulations
作者:Krill Shoikhet & Dan Geiger, Technion
论文链接:http://new.aaai.org/Papers/AAAI/1997/AAAI97-029.pdf

Fast Context Switching in Real-Time Propositional Reasoning
作者:P. Pandurang Nayak & Brian C. Williams, NASA Ames Research Center
论文链接:http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.2.1790&rep=rep1&type=pdf

Building Concept Representations from Reusable Components
作者:Peter Clark, Boeing;Bruce Porter, University of Texas at Austin
论文链接:http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.51.2442&rep=rep1&type=pdf

1996

Verification of Knowledge Bases Based on Containment Checking
作者:Alon Y. Levy, AT&T Laboratories;Marie-Christine Rousset, Université Paris-Sud
论文链接:https://www.sciencedirect.com/science/article/pii/S0004370298000216

A Novel Application of Theory Refinement to Student Modeling
作者:Paul T. Baffes, SciComp;Raymond J. Mooney, University of Texas at Austin
论文链接:https://www.aaai.org/Papers/AAAI/1996/AAAI96-061.pdf

Pushing the Envelope: Planning, Propositional Logic, and Stochastic Search
作者:Henry Kautz & Bart Selman, AT&T Laboratories

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