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08/05/2019
Construction of Macro Actions for Deep Reinforcement Learning
Conventional deep reinforcement learning typically determines an appropr...
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06/26/2018
Adversarial Exploration Strategy for Self-Supervised Imitation Learning
We present an adversarial exploration strategy, a simple yet effective i...
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02/13/2018
Diversity-Driven Exploration Strategy for Deep Reinforcement Learning
Efficient exploration remains a challenging research problem in reinforc...
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02/01/2018
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation
Collecting training data from the physical world is usually time-consumi...
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12/21/2017