Efficient Value Function Approximation with Unsupervised Hierarchical Categorization for a Reinforcement Learning Agent

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2010 ieee/wic/acm international conference on web intelligence and intelligent agent technology efficient value function approximation with unsupervised hierarchical categorization for a reinforcement learning agent.

Function approximation in hierarchical relational reinforcement learning.

Reinforcement learning with deep architectures.

Efficient Reinforcement Learning in Adversarial Games

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Multi-Agent Hierarchical Reinforcement Learning by Integrating Options into MAXQ

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Parallel reinforcement learning with linear function approximation

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A hybrid architecture for function approximation

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Hierarchical functional category learning for efficient value function approximation in object-based environments (2011).