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ATAL
2004
Springer
15 years 9 months ago
Unifying Temporal and Structural Credit Assignment Problems
Single-agent reinforcement learners in time-extended domains and multi-agent systems share a common dilemma known as the credit assignment problem. Multi-agent systems have the st...
Adrian K. Agogino, Kagan Tumer
150
Voted
AWCC
2004
Springer
15 years 9 months ago
Testing Web Services Using Progressive Group Testing
This paper proposes progressive group testing techniques to test large number of Web services (WS) available on Internet. At the unit testing level, the WS with the same functional...
Wei-Tek Tsai, Yinong Chen, Zhibin Cao, Xiaoying Ba...
145
Voted
BIRTHDAY
2004
Springer
15 years 9 months ago
On the Formal Modelling of Trust in Reputation-Based Systems
In a reputation-based trust management system an entity’s behaviour determines its reputation which in turn affects other entities interaction with it. We present a mathematical...
Mogens Nielsen, Karl Krukow
CG
2004
Springer
15 years 9 months ago
Searching over Metapositions in Kriegspiel
Kriegspiel is a Chess variant similar to wargames, in which players have to deal with uncertainty. Kriegspiel increases the difficulty typical of Chess by hiding from each player h...
Andrea Bolognesi, Paolo Ciancarini
COLT
2004
Springer
15 years 9 months ago
Concentration Bounds for Unigrams Language Model
Abstract. We show several PAC-style concentration bounds for learning unigrams language model. One interesting quantity is the probability of all words appearing exactly k times in...
Evgeny Drukh, Yishay Mansour