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» Reinforcement learning in a nutshell
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ICML
1996
IEEE
14 years 8 months ago
On-Line Adaptation of a Signal Predistorter through Dual Reinforcement Learning
Patrick Goetz, Shailesh Kumar, Risto Miikkulainen
CORR
1998
Springer
164views Education» more  CORR 1998»
13 years 7 months ago
Training Reinforcement Neurocontrollers Using the Polytope Algorithm
A new training algorithm is presented for delayed reinforcement learning problems that does not assume the existence of a critic model and employs the polytope optimization algorit...
Aristidis Likas, Isaac E. Lagaris
ESANN
2006
13 years 9 months ago
Reducing policy degradation in neuro-dynamic programming
We focus on neuro-dynamic programming methods to learn state-action value functions and outline some of the inherent problems to be faced, when performing reinforcement learning in...
Thomas Gabel, Martin Riedmiller
AIIDE
2008
13 years 10 months ago
Learning to be a Bot: Reinforcement Learning in Shooter Games
This paper demonstrates the applicability of reinforcement learning for first person shooter bot artificial intelligence. Reinforcement learning is a machine learning technique wh...
Michelle McPartland, Marcus Gallagher