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Automatic basis function construction

Automatic basis function construction (or basis discovery) is the method of looking for a set of task-independent basis functions that map the state… 
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Related topics

Related topics

6 relations
Basis functionBellman equationOptimal controlReinforcement learning

Broader (2)

Dynamic programmingStochastic control

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2012
2012
Automatic basis function construction and global-local approximation of dynamic system response
2010
2010
Basis function construction for hierarchical reinforcement learning
Much past work on solving Markov decision processes (MDPs) using reinforcement learning (RL) has relied on combining parameter… 
2008
2008
Automatic basis function construction for reinforcement learning and approximate dynamic programming
We address the problem of automatically constructing basis functions for linear approximation of the value function of a Markov… 
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