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142
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ATAL
2008
Springer
15 years 5 months ago
Distributed multiagent resource allocation in diminishing marginal return domains
We consider a multiagent resource allocation domain where the marginal production of each resource is diminishing. A set of identical, self-interested agents requires access to sh...
Yoram Bachrach, Jeffrey S. Rosenschein
154
Voted
ICDM
2010
IEEE
122views Data Mining» more  ICDM 2010»
15 years 1 months ago
Interesting Subset Discovery and Its Application on Service Processes
Various real-life datasets can be viewed as a set of records consisting of attributes explaining the records and set of measures evaluating the records. In this paper, we address t...
Maitreya Natu, Girish Keshav Palshikar
175
Voted
PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
15 years 1 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
140
Voted
ATAL
2007
Springer
15 years 10 months ago
Empirical game-theoretic analysis of the TAC Supply Chain game
The TAC Supply Chain Management (TAC/SCM) game presents a challenging dynamic environment for autonomous decision-making in a salient application domain. Strategic interactions co...
Patrick R. Jordan, Christopher Kiekintveld, Michae...
143
Voted
IAT
2003
IEEE
15 years 9 months ago
Person Name Identification in Chinese Documents Using Finite State Automata
This research is about automatic identification and extraction of person names in Chinese text documents. Solutions to this problem have immediate and extensive applications in ma...
Bing Shen, Zhongfei (Mark) Zhang, Chunfa Yuan