52 search results - page 1 / 11 » Error Bounds for Approximate Policy Iteration |
90
Voted
ICML
2003
IEEE
16 years 1 months ago
2003
IEEE
133
Voted
ML
2008
ACM
15 years 28 days ago
2008
ACM
Abstract. We consider batch reinforcement learning problems in continuous space, expected total discounted-reward Markovian Decision Problems. As opposed to previous theoretical wo...
119
Voted
Publication
Abstract: Several approximate policy iteration schemes without value functions, which focus on policy representation using classifiers and address policy learning as a supervis...
115
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NIPS
2003
15 years 2 months ago
2003
We describe a new approximation algorithm for solving partially observable MDPs. Our bounded policy iteration approach searches through the space of bounded-size, stochastic fini...
105
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ICIP
1999
IEEE
16 years 2 months ago
1999
IEEE
This paper presents an iterative algorithm for approximating gray-scale images with adaptive triangular meshes ensuring a given tolerance. At each iteration, the algorithm applies...