223 search results - page 10 / 45 » Least-Squares Temporal Difference Learning |
ICML
2003
IEEE
16 years 17 days ago
2003
IEEE
We present a novel Bayesian approach to the problem of value function estimation in continuous state spaces. We define a probabilistic generative model for the value function by i...
ML
2000
ACM
14 years 11 months ago
2000
ACM
In this paper we present TDLEAF( ), a variation on the TD( ) algorithm that enables it to be used in conjunction with game-tree search. We present some experiments in which our che...
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ISDA
2009
IEEE
15 years 6 months ago
2009
IEEE
This paper presents postponed updates, a new strategy for TD methods that can improve sample efficiency without incurring the computational and space requirements of model-based ...
AAMAS
2010
Springer
14 years 12 months ago
2010
Springer
NIPS
2007
15 years 1 months ago
2007
