LifelongPolicyGradientLearning ofFactoredPolicies forFasterTrainingWithoutForgetting

Neural Information Processing Systems 

We provide a novel method for lifelong policy gradient learning that trains lifelong function approximators directly via policygradients, allowing the agent to benefit from accumulated knowledge throughout the entire training process.

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