1996 ~2018 年历届 AAAI 最佳论文汇总

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,点击论文题目跳转论文链接

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


2008

How Good is Almost Perfect?
作者:Malte Helmert & Gabriele Röger, Albert-Ludwigs-Universität Freiburg

Optimal False-Name-Proof Voting Rules with Costly Voting
作者:Liad Wagman & Vincent Conitzer, Duke University


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

Thresholded Rewards: Acting Optimally in Timed, Zero-Sum Games
作者:Colin McMillen & Manuela Veloso, Carnegie Mellon University


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

Towards an Axiom System for Default Logic
作者:Gerhard Lakemeyer, RWTH Aachen University;
Hector J. Levesque, University of Toronto


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


2004

Learning and Inferring Transportation Routines
作者:Lin Liao, University of Washington;
Dieter Fox, University of Washington;
Henry Kautz, University of Washington


2002

On Computing All Abductive Explanations
作者:Thomas Eiter, Technische Universität Wien;
Kazuhisa Makino, Osaka University


2000

The Game of Hex: An Automatic Theorem-Proving Approach to Game Programming
作者:Vadim V. Anshelevich, Vanshel Consulting


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


1998

Learning Evaluation Functions for Global Optimization and Boolean Satisfiability
作者:Justin A. Boyan & Andrew W. Moore, Carnegie Mellon University

Acceleration Methods for Numeric CSPs
作者:Yahia Lebbah & Olivier Lhomme, Ecole des Mines de Nantes

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


1997

Statistical Parsing with a Context-Free Grammar and Word Statistics
作者:Eugene Charniak, Brown University

A Practical Algorithm for Finding Optimal Triangulations
作者:Krill Shoikhet & Dan Geiger, Technion

Fast Context Switching in Real-Time Propositional Reasoning
作者:P. Pandurang Nayak & Brian C. Williams, NASA Ames Research Center

Building Concept Representations from Reusable Components
作者:Peter Clark, Boeing;
Bruce Porter, University of Texas at Austin


1996

Verification of Knowledge Bases Based on Containment Checking
作者:Alon Y. Levy, AT&T Laboratories;
Marie-Christine Rousset, Université Paris-Sud

A Novel Application of Theory Refinement to Student Modeling
作者:Paul T. Baffes, SciComp;
Raymond J. Mooney, University of Texas at Austin

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

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