4345 search results - page 181 / 869 » Relational Reinforcement Learning |
160
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
136
Voted
ECML
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We present first experiments using Support Vector Regression as function approximator for an on-line, sarsa-like reinforcement learner. To overcome the batch nature of S...
133
Voted
CSREAEEE
2008
15 years 5 months ago
2008
- This paper proposes the use of an interactive web based problem solving application that utilises flowchart based programming and code generation to address the issues faced by n...
137
Voted
ICDM
2008
IEEE
15 years 10 months ago
2008
IEEE
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
119
Voted
ECML
2005
Springer
15 years 9 months ago
2005
Springer
Abstract. Learning to act in an unknown partially observable domain is a difficult variant of the reinforcement learning paradigm. Research in the area has focused on model-free m...