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» Structure in the Space of Value Functions
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ACISP
1999
Springer
14 years 24 days ago
On the Symmetric Property of Homogeneous Boolean Functions
We use combinatorial methods and permutation groups to classify homogeneous boolean functions. The property of symmetry of a boolean function limits the size of the function’s cl...
Chengxin Qu, Jennifer Seberry, Josef Pieprzyk
ICML
2002
IEEE
14 years 9 months ago
Coordinated Reinforcement Learning
We present several new algorithms for multiagent reinforcement learning. A common feature of these algorithms is a parameterized, structured representation of a policy or value fu...
Carlos Guestrin, Michail G. Lagoudakis, Ronald Par...
GLVLSI
2007
IEEE
139views VLSI» more  GLVLSI 2007»
14 years 2 months ago
Synthesis of irregular combinational functions with large don't care sets
A special logic synthesis problem is considered for Boolean functions which have large don’t care sets and are irregular. Here, a function is considered as irregular if the inpu...
Valentin Gherman, Hans-Joachim Wunderlich, R. D. M...
ICMLA
2008
13 years 10 months ago
Basis Function Construction in Reinforcement Learning Using Cascade-Correlation Learning Architecture
In reinforcement learning, it is a common practice to map the state(-action) space to a different one using basis functions. This transformation aims to represent the input data i...
Sertan Girgin, Philippe Preux
ENTCS
2006
162views more  ENTCS 2006»
13 years 8 months ago
Continuous Functions on Final Coalgebras
It can be traced back to Brouwer that continuous functions of type StrA B, where StrA is the type of infinite streams over elements of A, can be represented by well founded, Abra...
Neil Ghani, Peter Hancock, Dirk Pattinson