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Hirotaka Hachiya, Jan Peters, Masashi Sugiyama. Reward-Weighted Regression with Sample Reuse for Direct Policy Search in Reinforcement Learning. Neural Computation, 23(11):2798-2832, 2011. [doi]
Abstract is missing.