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BIBLIOGRAPHY [BS03] [BB11] [BSA83] [BB01] [Bel+13] [BLC13] [Ber+10] [Ber05] [Ber12] That which has been is that which will be, And that which has been done is that which will be done. So there is nothing new under the sun. — Ecclesiastes 1:9, NASB J. A. Bagnell and J. Schneider. “Covariant policy search.” In: IJCAI. 2003 (cit. on pp. 6, 24). P. L. Bartlett and J. Baxter. “Infinite-horizon policy-gradient estimation.” In: arXiv preprint arXiv:1106.0665 (2011) (cit. on p. 25). A. G. Barto, R. S. Sutton, and C. W. Anderson. “Neuronlike adaptive elements that can solve difficult learning control problems.” In: Systems, Man and Cybernetics, IEEE Transactions on 5 (1983), pp. 834–846 (cit. on pp. 31, 57). J. Baxter and P. L. Bartlett. “Infinite-horizon policy-gradient estimation.” In: Journal of Artificial Intelligence Research (2001), pp. 319–350 (cit. on p. 81). M. G. Bellemare, Y. Naddaf, J. Veness, and M. Bowling. “The Arcade Learning Envi- ronment: An Evaluation Platform for General Agents.” In: Journal of Artificial Intelli- gence Research 47 (2013), pp. 253–279 (cit. on p. 32). Y. Bengio, N. Léonard, and A. Courville. “Estimating or propagating gradients through stochastic neurons for conditional computation.” In: arXiv preprint arXiv:1308.3432 (2013) (cit. on p. 76). J. Bergstra, O. Breuleux, F. Bastien, P. Lamblin, R. Pascanu, G. Desjardins, J. Turian, D. Warde-Farley, and Y. Bengio. “Theano: a CPU and GPU math expression compiler.” In: Proceedings of the Python for scientific computing conference (SciPy). Vol. 4. Austin, TX. 2010, p. 3 (cit. on p. 41). D. Bertsekas. Dynamic programming and optimal control. Vol. 1. 2005 (cit. on p. 26). D. P. Bertsekas. Dynamic programming and optimal control. Vol. 2. 2. Athena Scientific, 2012 (cit. on p. 53). 87PDF Image | OPTIMIZING EXPECTATIONS: FROM DEEP REINFORCEMENT LEARNING TO STOCHASTIC COMPUTATION GRAPHS
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