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AI Magazine, Volume 41
Volume 41, Number 1, Spring 2020
- G. Michael Youngblood, Karen L. Myers:

Research Updates from the Deployed Applications of the 2018 Innovative Applications of Artificial Intelligence Conference (IAAI-18). 3-4
- Stephen F. Smith

:
Smart Infrastructure for Future Urban Mobility. 5-18 - Kenneth D. Forbus, Bridget Garnier, Basil Tikoff, Wayne Marko, Madeline Usher, Matthew D. McLure:

Sketch Worksheets in STEM Classrooms: Two Deployments. 19-32 - Yongqing Zheng, Han Yu

, Lizhen Cui, Chunyan Miao, Cyril Leung, Yang Liu, Qiang Yang:
Addressing the Challenges of Government Service Provision with AI. 33-43 - Risto Miikkulainen, Myles Brundage, Jonathan Epstein, Tyler Foster, Babak Hodjat, Neil Iscoe, Jingbo Jiang, Diego Legrand, Sam Nazari, Xin Qiu, Michael Scharff, Cory Schoolland, Robert Severn, Aaron Shagrin:

Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization. 44-60 - Aaron Mannes:

Governance, Risk, and Artificial Intelligence. 61-69 - Lisa Amini, Ching-Hua Chen, David D. Cox, Aude Oliva, Antonio Torralba:

Experiences and Insights for Collaborative Industry-Academic Research in Artificial Intelligence. 70-81 - Jeanna N. Matthews

:
Patterns and Anti-Patterns, Principles and Pitfalls: Accountability and Transparency in AI. 82-89
- Sven Koenig:

What I Wish I Had Known Early in Graduate School but Didn't (and How To Prepare for a Good Job Afterward). 90-100
- Klaus-Dieter Althoff

, Kerstin Bach
, Ralph Bergmann, Cindy Marling:
The 27th International Conference on Case-Based Reasoning. 101-102
- Tim Miller, Rosina Weber

, Daniele Magazzeni:
Report on the 2019 IJCAI Explainable Artificial Intelligence Workshop. 103-105
- Kenneth D. Forbus, Mark A. Finlayson:

Patrick Henry Winston - Two Reflections. 106-108
- Carol Hamilton:

AAAI News. 109-119
Volume 41, Number 2, Summer 2020
- Scott Fouse, Stephen E. Cross, Zachary J. Lapin:

DARPA's Impact on Artificial Intelligence. 3-8 - Richard Fikes, Tom Garvey:

Knowledge Representation and Reasoning - A History of DARPA Leadership. 9-21 - Mark Y. Liberman

, Charles Wayne:
Human Language Technology. 22-35 - Joshua Alspector, Thomas G. Dietterich:

DARPA's Role in Machine Learning. 36-48 - Thomas M. Strat, Rama Chellappa, Vishal M. Patel:

Vision and Robotics. 49-65 - Ronald J. Brachman, David Gunning, Murray Burke:

Integrated AI Systems. 66-82 - Peter Highnam:

The Defense Advanced Research Projects Agency's Artificial Intelligence Vision. 83-85
- Melanie Mitchell:

On Crashing the Barrier of Meaning in Artificial Intelligence. 86-92 - Lara Streiff:

Two Workshops, a Report, and a 100-Year Study of AI and Society. 93-95
- Nicola Capuano

, Santi Caballé
:
Adaptive Learning Technologies. 96-98
- Carol Hamilton:

AAAI News. 99-103
Volume 41, Number 3, 2020
- Subbarao Kambhampati:

Challenges of Human-Aware AI Systems AAAI Presidential Address. 3-17
- Mikhail Burtsev

, Varvara Logacheva:
Conversational Intelligence Challenge: Accelerating Research with Crowd Science and Open Source. 18-27 - Nurul Lubis, Michael Heck, Carel van Niekerk, Milica Gasic:

Adaptable Conversational Machines. 28-44 - Shivali Agarwal, Jayachandu Bandlamudi, Atri Mandal, Anupama Ray

, Giriprasad Sridhara:
Automated Assignment of Helpdesk Email Tickets: An AI Lifecycle Case Study. 45-62 - Christopher Lesner, Alexander Ran, Marko Rukonic, Wei Wang:

Large Scale Personalized Categorization of Financial Transactions. 63-77 - Marc E. Maier, Hayley Carlotto, Sara Saperstein

, Freddie Sanchez, Sherriff Balogun, Sears A. Merritt:
Improving the Accuracy and Transparency of Underwriting with AI to Transform the Life Insurance Industry. 78-93
- Mikael Berndtsson

, AnnMarie Ericsson, Thomas Svahn:
Scaling Up Data-Driven Pilot Projects. 94-102
- Odd Erik Gundersen:

The Reproducibility Crisis Is Real. 103-106
- Carol Hamilton:

AAAI News. 107-115
Volume 41, Number 4, 2020
- Andrew Perrault, Fei Fang

, Arunesh Sinha
, Milind Tambe:
Artificial Intelligence for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline. 3-16 - Joshua Eckroth:

Evolution of a Robust AI System: A Case Study of AAAI's AI-Alert. 17-38 - Peter Clark, Oren Etzioni, Tushar Khot, Daniel Khashabi, Bhavana Dalvi Mishra, Kyle Richardson, Ashish Sabharwal, Carissa Schoenick, Oyvind Tafjord, Niket Tandon, Sumithra Bhakthavatsalam, Dirk Groeneveld

, Michal Guerquin, Michael Schmitz:
From 'F' to 'A' on the N.Y. Regents Science Exams: An Overview of the Aristo Project. 39-53 - James F. Allen, Lucian Galescu

, Choh Man Teng, Ian Perera:
Conversational Agents for Complex Collaborative Tasks. 54-78
- Dietmar Jannach, Christine Bauer

:
Escaping the McNamara Fallacy: Towards more Impactful Recommender Systems Research. 79-95 - Stan Gibson, Jessica Cussins Newman:

What Happens When AI Invents: Is the Invention Patentable? 96-99
- Grace Bang, Guy Barash, Ryan Beal, Jacques Calì, Mauricio Castillo-Effen, Xin Cynthia Chen, Niyati Chhaya, Rachel Cummings, Rohan Dhoopar, Sebastijan Dumancic, Huáscar Espinoza, Eitan Farchi, Ferdinando Fioretto, Raquel Fuentetaja

, Christopher William Geib, Odd Erik Gundersen, José Hernández-Orallo, Xiaowei Huang, Kokil Jaidka
, Sarah Keren, Seokhwan Kim, Michel Galley, Xiaomo Liu, Tyler Lu, Zhiqiang Ma, Richard Mallah, John A. McDermid, Martin Michalowski
, Reuth Mirsky, Seán Ó hÉigeartaigh, Deepak Ramachandran, Javier Segovia-Aguas, Onn Shehory, Arash Shaban-Nejad
, Vered Shwartz, Siddharth Srivastava, Kartik Talamadupula, Jian Tang, Pascal Van Hentenryck, Dell Zhang, Jian Zhang:
The Association for the Advancement of Artificial Intelligence 2020 Workshop Program. 100-114 - Tarek F. Abdelzaher, Jisun An, Marya Bazzi, Jeremy Blackburn, Ugur Kursuncu, Yelena Mejova, Jérémie Rappaz, Horacio Saggion, Panayiotis Smeros, Sanjaya Wijeratne, Ning Yu:

Reports of the Workshops Held at the 2020 International Association for the Advancement of Artificial Intelligence Conference on Web and Social Media. 115-120
- Karen L. Myers:

Remembering Nils Nilsson. 121-122
- Mike Schaekermann, Christopher Homan, Lora Aroyo, Praveen K. Paritosh, Kurt D. Bollacker, Chris Welty:

The AI Bookie - Place Your Bets: Will Machine Learning Outgrow Human Labeling? 123-126
- Carol Hamilton:

AAAI News. 127-131

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