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ECML
2005
Springer
14 years 2 months ago
2005
Springer
This paper investigates a novel model-free reinforcement learning architecture, the Natural Actor-Critic. The actor updates are based on stochastic policy gradients employing Amari...
BMCBI
2005
13 years 8 months ago
2005
Background: Gene expression programs depend on recognition of cis elements in promoter region of target genes by transcription factors (TFs), but how TFs regulate gene expression ...
WWW
2007
ACM
14 years 9 months ago
2007
ACM
Data-driven web applications are usually structured in three tiers with different programming models at each tier. This division forces developers to manually partition applicatio...
ML
1998
ACM
13 years 8 months ago
1998
ACM
We use simulated soccer to study multiagent learning. Each team's players (agents) share action set and policy, but may behave di erently due to position-dependent inputs. All...
ICSE
2009
IEEE-ACM
14 years 3 months ago
2009
IEEE-ACM
As software systems continue to grow and evolve, locating code for maintenance and reuse tasks becomes increasingly difficult. Existing static code search techniques using natura...