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IJCAI
2007
15 years 7 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 7 months ago
Learning the Semantic Correlation: An Alternative Way to Gain from Unlabeled Text
In this paper, we address the question of what kind of knowledge is generally transferable from unlabeled text. We suggest and analyze the semantic correlation of words as a gener...
Yi Zhang 0010, Jeff Schneider, Artur Dubrawski
PTS
2008
165views Hardware» more  PTS 2008»
15 years 7 months ago
Test Plan Generation for Concurrent Real-Time Systems Based on Zone Coverage Analysis
The state space explosion due to concurrency and timing constraints of concurrent real-time systems (CRTS) presents significant challenges to the verification engineers. In this pa...
Farn Wang, Geng-Dian Huang
SIMUTOOLS
2008
15 years 7 months ago
PlanetSim: an extensible framework for overlay network and services simulations
Research community on distributed systems, and in particular on peer-to-peer systems, needs tools for evaluating their own protocols and services, as well as against other protoco...
Jordi Pujol Ahulló, Pedro García L&o...
SIROCCO
2008
15 years 7 months ago
Centralized Communication in Radio Networks with Strong Interference
We study communication in known topology radio networks with the presence of interference constraints. We consider a real-world situation, when a transmission of a node produces an...
Frantisek Galcík
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