230 search results - page 2 / 46 » XCS with computed prediction for the learning of Boolean fun... |
GECCO
2004
Springer
13 years 11 months ago
2004
Springer
This paper introduces a gradient-based reward prediction update mechanism to the XCS classifier system as applied in neuralnetwork type learning and function approximation mechani...
GECCO
2006
Springer
13 years 9 months ago
2006
Springer
The learning classifier system XCS is an iterative rulelearning system that evolves rule structures based on gradient-based prediction and rule quality estimates. Besides classifi...
GECCO
2005
Springer
13 years 11 months ago
2005
Springer
XCSF extends the typical concept of learning classifier sys
CEC
2007
IEEE
13 years 9 months ago
2007
IEEE
XCS with Computed Action, briefly XCSCA, is a recent extension of XCS to tackle problems involving a large number of discrete actions. In XCSCA the classifier action is computed wi...
CEC
2005
IEEE
13 years 7 months ago
2005
IEEE
We apply XCS with computed prediction (XCSF) to tackle multistep reinforcement learning problems involving continuous inputs. In essence we use XCSF as a method of generalized rein...