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Empowerment 1 channel capacity 1 continuous domain 1 control theory 1 goal independence 1 information theory 1 perception-action loop 1 self-organization 1
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GLACKIN, CORNELIUS 1 POLANI, DANIEL 1 SALGE, CHRISTOPH 1
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Advances in Complex Systems (ACS) 1
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APPROXIMATION OF EMPOWERMENT IN THE CONTINUOUS DOMAIN
SALGE, CHRISTOPH; GLACKIN, CORNELIUS; POLANI, DANIEL - In: Advances in Complex Systems (ACS) 16 (2013) 02, pp. 1250079-1
The empowerment formalism offers a goal-independent utility function fully derived from an agent's embodiment. It produces intrinsic motivations which can be used to generate self-organizing behaviors in agents. One obstacle to the application of empowerment in more demanding (esp. continuous)...
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