223 search results - page 9 / 45 » Least-Squares Temporal Difference Learning |
ICCBR
2010
Springer
15 years 1 months ago
2010
Springer
In this paper we present an approach for reducing the memory footprint requirement of temporal difference methods in which the set of states is finite. We use case-based generaliza...
69
Voted
AAAI
2007
14 years 12 months ago
2007
Reinforcement learning (RL) methods have become popular in recent years because of their ability to solve complex tasks with minimal feedback. Both genetic algorithms (GAs) and te...
ECAI
2000
Springer
15 years 1 months ago
2000
Springer
Abstract. TD(
81
Voted
NIPS
1993
14 years 11 months ago
1993
The game of Go has a high branching factor that defeats the tree search approach used in computer chess, and long-range spatiotemporal interactions that make position evaluation e...
ML
2002
ACM
14 years 9 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...