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K. Obermayer
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8 records found
Autonomous Learning of State Representations for Control
An Emerging Field Aims to Autonomously Learn State Representations for Reinforcement Learning Agents from Their Real-World Sensor Observations
Journal article -
J.W. Böhmer
,
Jost Tobias Springenberg
,
Joschka Boedecker
,
Martin Riedmiller
,
K. Obermayer
Regularized Sparse Kernel Slow Feature Analysis
Conference paper -
J.W. Böhmer
,
Steffen Grünewälder
,
Hannes Nickisch
,
K. Obermayer
Non-deterministic policy improvement stabilizes approximated reinforcement learning
Conference paper -
J.W. Böhmer
,
Rong Guo
,
K. Obermayer
Neural systems for choice and valuation with counterfactual learning signals
Journal article -
M.J. Tobia
,
R. Guo
,
U. Schwarze
,
J.W. Böhmer
,
J. Gläscher
,
B. Finckh
,
A. Marschner
,
C. Büchel
,
K. Obermayer
,
T. Sommer
Interaction of Instrumental and Goal-directed Learning Modulates Prediction Error Representations in the Ventral Striatum
Journal article -
Rong Guo
,
J.W. Böhmer
,
Martin Hebart
,
Samson Chien
,
Tobias Sommer
,
K. Obermayer
,
Jan Gläscher
The effect of novelty on reinforcement learning
Journal article -
Audrey Houillon
,
Robert Lorenz
,
J.W. Böhmer
,
Michael Rapp
,
Andreas Heinz
,
Jürgen Gallinat Klaus
,
K. Obermayer
Towards Structural Generalization: Factored Approximate Planning
Conference paper -
J.W. Böhmer
,
K. Obermayer
Regression with Linear Factored Functions
Conference paper -
J.W. Böhmer
,
K. Obermayer