AIMC Topic: Reinforcement, Psychology

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Self-organizing neural networks integrating domain knowledge and reinforcement learning.

IEEE transactions on neural networks and learning systems May 1, 2015
The use of domain knowledge in learning systems is expected to improve learning efficiency and reduce model complexity. However, due to the incompatibility with knowledge structure of the learning systems and real-time exploratory nature of reinforce...
Humans Neural Networks, Computer Algorithms Computer Simulation Cognition Models, Theoretical Pattern Recognition, Automated Knowledge Reinforcement, Psychology
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Human-level control through deep reinforcement learning.

Nature Feb 26, 2015
The theory of reinforcement learning provides a normative account, deeply rooted in psychological and neuroscientific perspectives on animal behaviour, of how agents may optimize their control of an environment. To use reinforcement learning successf...
Humans Neural Networks, Computer Artificial Intelligence Algorithms Reward Models, Psychological Video Games Reinforcement, Psychology
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Artificial intelligence: Learning to see and act.

Nature Feb 26, 2015
Humans Artificial Intelligence Video Games Reinforcement, Psychology
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