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AAAI
2010
15 years 1 months ago
Utilizing Context in Generative Bayesian Models for Linked Corpus
In an interlinked corpus of documents, the context in which a citation appears provides extra information about the cited document. However, associating terms in the context to th...
Saurabh Kataria, Prasenjit Mitra, Sumit Bhatia
AAAI
2010
15 years 1 months ago
Multi-Agent Learning with Policy Prediction
Due to the non-stationary environment, learning in multi-agent systems is a challenging problem. This paper first introduces a new gradient-based learning algorithm, augmenting th...
Chongjie Zhang, Victor R. Lesser
97
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AAAI
2010
15 years 1 months ago
Predicting the Importance of Newsfeed Posts and Social Network Friends
As users of social networking websites expand their network of friends, they are often flooded with newsfeed posts and status updates, most of which they consider to be understand...
Tim Paek, Michael Gamon, Scott Counts, David Maxwe...
98
Voted
AAAI
2010
15 years 1 months ago
Progress on Agent Coordination with Cooperative Auctions
Auctions are promising decentralized methods for teams of agents to allocate and re-allocate tasks among themselves in dynamic, partially known and time-constrained domains with p...
Sven Koenig, Pinar Keskinocak, Craig A. Tovey
79
Voted
AAAI
2010
15 years 1 months ago
Truth, Justice, and Cake Cutting
Cake cutting is a common metaphor for the division of a heterogeneous divisible good. There are numerous papers that study the problem of fairly dividing a cake; a small number of...
Yiling Chen, John Lai, David C. Parkes, Ariel D. P...