102 search results - page 1 / 21 » Efficient Asymptotic Approximation in Temporal Difference Le... |
124
Voted
ECAI
2000
Springer
15 years 5 months ago
2000
Springer
Abstract. TD(
108
Voted
ICML
2001
IEEE
2001
IEEE
A Generalized Kalman Filter for Fixed Point Approximation and Efficient Temporal Difference Learning
16 years 2 months ago
131
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ML
2002
ACM
15 years 1 months ago
2002
ACM
We provide an analytical comparison between discounted and average reward temporal-difference (TD) learning with linearly parameterized approximations. We first consider the asympt...
121
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NIPS
2008
15 years 3 months ago
2008
In this theoretical contribution we provide mathematical proof that two of the most important classes of network learning - correlation-based differential Hebbian learning and rew...
146
Voted
ICML
1999
IEEE
16 years 2 months ago
1999
IEEE
Excerpted from: Boyan, Justin. Learning Evaluation Functions for Global Optimization. Ph.D. thesis, Carnegie Mellon University, August 1998. (Available as Technical Report CMU-CS-...