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IJCAI
2007
15 years 8 months ago
Tractable Temporal Reasoning
Temporal reasoning is widely used within both Computer Science and A.I. However, the underlying complexity of temporal proof in discrete temporal logics has led to the use of simp...
Clare Dixon, Michael Fisher, Boris Konev
159
Voted
LREC
2008
75views Education» more  LREC 2008»
15 years 8 months ago
Selection of Japanese-English Equivalents by Integrating High-quality Corpora and Huge Amounts of Web Data
As a first step to developing systems that enable non-native speakers to output near-perfect English sentences for given mixed EnglishJapanese sentences, we propose new approaches...
Qing Ma, Koichi Nakao, Masaki Murata, Hitoshi Isah...
IJCAI
2007
15 years 8 months ago
Using Linear Programming for Bayesian Exploration in Markov Decision Processes
A key problem in reinforcement learning is finding a good balance between the need to explore the environment and the need to gain rewards by exploiting existing knowledge. Much ...
Pablo Samuel Castro, Doina Precup
NIPS
2008
15 years 8 months ago
Fitted Q-iteration by Advantage Weighted Regression
Recently, fitted Q-iteration (FQI) based methods have become more popular due to their increased sample efficiency, a more stable learning process and the higher quality of the re...
Gerhard Neumann, Jan Peters
169
Voted
INTERACT
2007
15 years 8 months ago
Towards a Physiological Model of User Interruptability
User interruptability has become an important topic of study in Human-Computer Interaction (HCI). However, automatically determining the availability of users is still problematic....
Daniel Chen, Jamie Hart, Roel Vertegaal
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