272 search results - page 4 / 55 » Parallel Reinforcement Learning with Linear Function Approxi... |
ICML
2010
IEEE
15 years 19 days ago
2010
IEEE
We present the first temporal-difference learning algorithm for off-policy control with unrestricted linear function approximation whose per-time-step complexity is linear in the ...
GECCO
2006
Springer
15 years 3 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...
ICML
2008
IEEE
16 years 11 days ago
2008
IEEE
We show that linear value-function approximation is equivalent to a form of linear model approximation. We then derive a relationship between the model-approximation error and the...
CDC
2010
IEEE
14 years 6 months ago
2010
IEEE
Abstract-- We consider reinforcement learning, and in particular, the Q-learning algorithm in large state and action spaces. In order to cope with the size of the spaces, a functio...
ICML
2009
IEEE
16 years 12 days ago
2009
IEEE
