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BC
2002
91views more  BC 2002»
14 years 10 months ago
Mathematical formulations of Hebbian learning
Several formulations of correlation-based Hebbian learning are reviewed. On the presynaptic side, activity is described either by a firing rate or by presynaptic spike arrival. The...
Wulfram Gerstner, Werner M. Kistler
JMLR
2010
163views more  JMLR 2010»
14 years 5 months ago
Active Sequential Learning with Tactile Feedback
We consider the problem of tactile discrimination, with the goal of estimating an underlying state parameter in a sequential setting. If the data is continuous and highdimensional...
Hannes Saal, Jo-Anne Ting, Sethu Vijayakumar
ICML
2008
IEEE
15 years 11 months ago
Exploration scavenging
We examine the problem of evaluating a policy in the contextual bandit setting using only observations collected during the execution of another policy. We show that policy evalua...
John Langford, Alexander L. Strehl, Jennifer Wortm...
ATAL
2004
Springer
15 years 3 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
AGILEDC
2006
IEEE
15 years 4 months ago
What Lessons Can the Agile Community Learn from A Maverick Fighter Pilot?
For the agile software development community, agility is defined by the values expressed in the agile manifesto. But in concrete terms, what does it mean for a software project to...
Steve Adolph