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52
Voted
NECO
2002
89views more  NECO 2002»
14 years 10 months ago
A Bayesian Framework for Sensory Adaptation
Norberto M. Grzywacz, Rosario M. Balboa
38
Voted
NECO
2002
62views more  NECO 2002»
14 years 10 months ago
Unitary Events in Multiple Single-Neuron Spiking Activity: II. Nonstationary Data
Sonja Grün, Markus Diesmann, Ad Aertsen
NECO
2002
105views more  NECO 2002»
14 years 10 months ago
Multiple Model-Based Reinforcement Learning
We propose a modular reinforcement learning architecture for non-linear, nonstationary control tasks, which we call multiple model-based reinforcement learning (MMRL). The basic i...
Kenji Doya, Kazuyuki Samejima, Ken-ichi Katagiri, ...
42
Voted
NECO
2002
62views more  NECO 2002»
14 years 10 months ago
Long-Term Reward Prediction in TD Models of the Dopamine System
Nathaniel D. Daw, David S. Touretzky
77
Voted
NECO
2002
117views more  NECO 2002»
14 years 10 months ago
Bayesian A* Tree Search with Expected O(N) Node Expansions: Applications to Road Tracking
Many perception, reasoning, and learning problems can be expressed as Bayesian inference. We point out that formulating a problem as Bayesian inference implies specifying a probabi...
James M. Coughlan, Alan L. Yuille
70
Voted
NECO
2002
80views more  NECO 2002»
14 years 10 months ago
On Different Facets of Regularization Theory
Zhe Chen, Simon Haykin