The 36th AAAI Conference on Artificial Intelligence (AAAI 2022) is being hosted virtually from February 22th - March 1st. We’re excited to share all the work from SAIL that’s being presented, and you’ll find links to papers, videos and blogs below. Feel free to reach out to the contact authors directly to learn more about the work that’s happening at Stanford. List of Accepted Papers Partner-Aware Algorithms in Decentralized Cooperative Bandit Teams Authors : Erdem Bıyık, Anusha Lalitha, Rajarshi Saha, Andrea Goldsmith, Dorsa Sadigh Contact : ebiyik@stanford.edu Links: Paper | Video | 2nd Video | Website Keywords : bandits, multi-agent systems, collaboration, human-robot interaction, partner-awareness Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning Authors : Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill Contact : tongm@stanford.edu Links: Paper Keywords : reinforcement learning, constraints IS-Count: Large-scale Object Counting from Satellite Images with Covariate-based Importance Sampling Authors : Chenlin Meng*, Enci Liu*, Willie Neiswanger, Jiaming Song, Marshall Burke, David Lobell, Stefano Ermon Contact : jesslec@stanford.edu Award nominations: Oral presentation Links: Paper | Blog Post | Website Keywords : remote sensing, sampling PantheonRL Authors : Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh Contact : bidiptas@stanford.edu Links: Paper | Video | Website Keywords : multiagent reinforcement learning; software package; web user interface; adaptive marl; dynamic training interactions Synthetic Disinformation Attacks on Automated Fact Verification Systems Authors : Yibing Du, Antoine Bosselut, Christopher D Manning Contact : antoineb@cs.stanford.edu Links: Paper Keywords : fact checking, fact verification, disinformation, synthetic text Similarity Search for Efficient Active Learning and Search of Rare Concepts Authors : Cody Coleman, Edward Chou, Julian Katz-Samuels, Sean Culatana, Peter Bailis, Alexander C. Berg, Robert Nowak, Roshan Sumbaly, Matei Zaharia, I. Zeki Yalniz Contact : cody@cs.stanford.edu Links: Paper Keywords : active learning, computer vision, active search, large-scale, data-centric ai We look forward to seeing you at AAAI 2022.