AAAI的英文全称是 the Association for the Advance of Artificial Intelligence，中文意思是美国人工智能协会。美国人工智能协会（American Association for Artificial Intelligence）美国人工智能协会是人工智能领域的主要学术组织之一。该协会主办的年会（AAAI, The National Conference on Artificial Intelligence）是一个主要的人工智能学术会议。
AAAI 是1979年成立的世界范围的人工智能组织。这一协会在早期由计算机科学和人工智能的创始人 Allen Newell, Marvin Minsky 和John McCarthy 等人首创的，也是人工智能顶级会议AAAI的组织者， 现在在全球有超过6000名会员。
AMiner收录了AAAI会议的论文，以下是每届会议的最佳论文（best paper）论文介绍。
年份：2020
论文名称：A Distributed Multi-Sensor Machine Learning Approach to Earthquake Early Warning
作者：Kévin Fauvel; Daniel Balouek-Thomert; Diego Melgar; Pedro Silva; Anthony Simonet; Gabriel Antoniu; Alexandru Costan; Véronique Masson; Manish Parashar; Ivan Rodero; Alexandre Termier;
年份：2020
论文名称：WinoGrande: An Adversarial Winograd Schema Challenge at Scale
作者：Keisuke Sakaguchi; Ronan Le Bras; Chandra Bhagavatula; Yejin Choi;
年份：2020
论文名称：A Unifying View on Individual Bounds and Heuristic Inaccuracies in Bidirectional Search
作者：Vidal Alcazar; Patricia Riddle; Michael Barley;
年份：2020
论文名称：Fair Division of Mixed Divisible and Indivisible Goods
作者：Xiaohui Bei; Zihao Li; Jinyan Liu; Shengxin Liu; Xinhang Lu;
年份：2019
论文名称：Solving Imperfect-Information Games via Discounted Regret Minimization
作者：Noam Brown; Tuomas Sandholm;
年份：2019
论文名称：Learning to Teach in Cooperative Multiagent Reinforcement Learning
作者：Shayegan Omidshafiei; Dong-Ki Kim; Miao Liu; Gerald Tesauro; Matthew Riemer; Christopher Amato; Murray Campbell; Jonathan P. How;
年份：2019
论文名称：Zero Shot Learning for Code Education: Rubric Sampling with Deep Learning Inference
作者：Mike H Wu; Milan Mosse; Noah Goodman; Chris Piech;
年份：2019
论文名称：How to Combine Tree-Search Methods in Reinforcement Learning.
作者：Yonathan Efroni; Gal Dalal; Bruno Scherrer; Shie Mannor;
年份：2019
论文名称：Lifelong Learning with a Changing Action Set.
作者：Yash Chandak; Georgios Theocharous; Chris Nota; Philip S. Thomas;
年份：2018
论文名称：Memory-Augmented Monte Carlo Tree Search.
作者：Chenjun Xiao; Jincheng Mei; Martin Müller;
年份：2017
论文名称：Label-Free Supervision of Neural Networks with Physics and Domain Knowledge.
作者：Russell Stewart; Stefano Ermon;
年份：2016
论文名称：Bidirectional Search That Is Guaranteed to Meet in the Middle.
作者：Robert C. Holte; Ariel Felner; Guni Sharon; Nathan R. Sturtevant;
年份：2015
论文名称：From Non-Negative to General Operator Cost Partitioning.
作者：Florian Pommerening; Malte Helmert; Gabriele Röger; Jendrik Seipp;
年份：2014
论文名称：Recovering from Selection Bias in Causal and Statistical Inference.
作者：Elias Bareinboim; Jin Tian; Judea Pearl;
年份：2013
论文名称：HC-Search: Learning Heuristics and Cost Functions for Structured Prediction.
作者：Janardhan Rao Doppa; Alan Fern; Prasad Tadepalli;
年份：2013
论文名称：SMILe: Shuffled Multiple-Instance Learning.
作者：Gary Doran; Soumya Ray;
年份：2012
论文名称：Document Summarization Based on Data Reconstruction.
作者：Zhanying He; Chun Chen; Jiajun Bu; Can Wang; Lijun Zhang; Deng Cai; Xiaofei He;
年份：2012
论文名称：Learning SVM Classifiers with Indefinite Kernels.
作者：Suicheng Gu; Yuhong Guo;
年份：2011
论文名称：Complexity of and Algorithms for Borda Manipulation
作者：Jessica Davies; George Katsirelos; Nina Narodytska; Toby Walsh;
年份：2011
论文名称：Dynamic Resource Allocation in Conservation Planning.
作者：Daniel Golovin; Andreas Krause; Beth Gardner; Sarah J. Converse; Steve Morey;
年份：2010
论文名称：A Novel Transition Based Encoding Scheme for Planning as Satisfiability
作者：Ruoyun Huang; Yixin Chen; Weixiong Zhang;
年份：2010
论文名称：How Incomplete is Your Semantic Web Reasoner?
作者：Giorgos Stoilos; Bernardo Cuenca Grau; Ian Horrocks;
年份：2010
论文名称：How incomplete is your semantic web reasoner?
作者：Giorgos Stoilos; Bernardo Cuenca Grau; Ian Horrocks;
年份：2008
论文名称：How good is almost perfect?
作者：Malte Helmert; Gabriele Röger;
年份：2008
论文名称：Optimal false-name-proof voting rules with costly voting
作者：Liad Wagman; Vincent Conitzer;
年份：2007
论文名称：PLOW: a collaborative task learning agent
作者：James F. Allen; Nathanael Chambers; George Ferguson; Lucian Galescu; Hyuckchul Jung; Mary D. Swift; William Taysom;
年份：2007
论文名称：Thresholded rewards: acting optimally in timed, zero-sum games
作者：Colin McMillen; Manuela Veloso;
年份：2006
论文名称：Model counting: a new strategy for obtaining good bounds
作者：Carla P. Gomes; Ashish Sabharwal; Bart Selman;
年份：2006
论文名称：Towards an axiom system for default logic
作者：Gerhard Lakemeyer; Hector J. Levesque;
年份：2005
论文名称：The max K-armed bandit: a new model of exploration applied to search heuristic selection
作者：Vincent A. Cicirello; Stephen F. Smith;
年份：2004
论文名称：Learning and inferring transportation routines
作者：Lin Liao; Donald J. Patterson; Dieter Fox; Henry Kautz;
年份：2002
论文名称：Content-boosted collaborative filtering for improved recommendations
作者：Prem Melville; Raymod J. Mooney; Ramadass Nagarajan;
年份：2002
论文名称：On computing all abductive explanations
作者：Thomas Eiter; Kazuhisa Makino;
年份：2000
论文名称：The Game of Hex: An Automatic Theorem Proving Approach to Game Programming
作者：Vadim V. Anshelevich;
年份：1999
论文名称：PROVERB: The Probabilistic Cruciverbalist
作者：Greg A. Keim; Noam M. Shazeer; Michael L. Littman; Sushant Agarwal; Catherine M. Cheves; Joseph Fitzgerald; Jason Grosland; Fan Jiang; Shannon Pollard; Karl Weinmeister;
年份：1998
论文名称：The interactive museum tour-guide robot
作者：Wolfram Burgard; Armin B. Cremers; Dieter Fox; Dirk Hähnel; Gerhard Lakemeyer; Dirk Schulz; Walter Steiner; Sebastian Thrun;
年份：1998
论文名称：Learning evaluation functions for global optimization and Boolean satisfiability
作者：Justin A. Boyan; Andrew W. Moore;
年份：1998
论文名称：Acceleration methods for numeric CSPs.
作者：Yahia Lebbah; Olivier Lhomme;
年份：1998
论文名称：Interactive museum tour-guide robot
作者：Wolfram Burgard; Armin B. Cremers; Dieter Fox; Dirk Haehnel; Gerhard Lakemeyer; Dirk Schulz; Walter Steiner; Sebastian Thrun;
年份：1997
论文名称：Statistical parsing with a context-free grammar and word statistics
作者：Eugene Charniak;
年份：1997
论文名称：Building Concept Representations from Reusable Components
作者：Peter Clark; Bruce W. Porter;
年份：1997
论文名称：A practical algorithm for finding optimal triangulations
作者：Kirill Shoikhet; Dan Geiger;
年份：1997
论文名称：Fast context switching in real-time propositional reasoning
作者：P. Pandurang Nayak; Brian C. Williams;
年份：1996
论文名称：Pushing the envelope: planning, propositional logic, and stochastic search
作者：Henry Kautz; Bart Selman;
年份：1996
论文名称：Verification of knowledge bases based on containment checking
作者：Alon Y. Levy; Marie-Christine Rousset;
年份：1996
论文名称：A novel application of theory refinement to student modeling
作者：Paul T. Baffes; Raymond J. Mooney;
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