Title | Reinforcement learning and dynamic programming using function approximators [electronic resource] / / Lucian Busoniu ... [et al] |
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Imprint | Boca Raton : CRC Press, 2010 |
Connect to | http://marc.crcnetbase.com/isbn/9781439821091 |
Descript | xiii, 270 p. : ill |
ch. 1. Introduction -- ch. 2. An introduction to dynamic programming and reinforcement learning -- ch. 3. Dynamic programming and reinforcement learning in large and continuous spaces -- ch. 4. Approximate value iteration with a fuzzy representation -- ch. 5. Approximate policy iteration for online learning and continuous-action control -- ch. 6. Approximate policy search with cross-entropy optimization of basis functions