A Regularized Approach to Sparse Optimal Policy in Reinforcement Learning

Wenhao Yang, Xiang Li, Zhihua Zhang

Neural Information Processing Systems 

Even if the optimal policy is obtained precisely, it is often the case the optimal policy is deterministic.

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