3412 search results - page 176 / 683 » Efficient Reinforcement Learning |
118
Voted
AIIDE
2008
15 years 6 months ago
2008
We introduce the ALeRT (Action-dependent Learning Rates with Trends) algorithm that makes two modifications to the learning rate and one change to the exploration rate of traditio...
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...
108
Voted
COLT
2008
Springer
15 years 5 months ago
2008
Springer
Inspired by longstanding lines of research in sociology and related fields, and by more recent largepopulation human subject experiments on the Internet and the Web, we initiate a...