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AAAI
1998
15 years 8 months ago
Solving Very Large Weakly Coupled Markov Decision Processes
We present a technique for computing approximately optimal solutions to stochastic resource allocation problems modeled as Markov decision processes (MDPs). We exploit two key pro...
Nicolas Meuleau, Milos Hauskrecht, Kee-Eung Kim, L...
TREC
2003
15 years 8 months ago
Identifying Gene Function Descriptions by Probability-based Sentence Selection
This paper proposes an approach to the secondary task in the TREC Genomics Track. We regard the task as identification of the sentences describing gene functions (i.e., GeneRIFs)...
Kazuhiro Seki, Nihar Sheth, Javed Mostafa
USENIX
2003
15 years 8 months ago
CUP: Controlled Update Propagation in Peer-to-Peer Networks
— This paper proposes CUP, a protocol for performing Controlled Update Propagation to maintain caches of metadata in peer-to-peer networks. To moderate propagation without imposi...
Mema Roussopoulos, Mary Baker
COLING
2000
15 years 8 months ago
Word Sense Disambiguation of Adjectives Using Probabilistic Networks
In this paper, word sense dismnbiguation (WSD) accuracy achievable by a probabilistic classifier, using very milfimal training sets, is investigated. \Ve made the assuml)tiou that...
Gerald Chao, Michael G. Dyer
ICMAS
1998
15 years 8 months ago
Poaching and Distraction in Asynchronous Agent Activities
We investigate coordination issues in a distributed jobshop scheduling system in which agents schedulepotentially contentious activities asynchronously in parallel. Agents in such...
Mike H. Chia, Daniel E. Neiman, Victor R. Lesser
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