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Ideal and non-ideal predictors in estimation of Bellman function
- 1.0368311 - ÚTIA 2012 RIV CZ eng C - Conference Paper (international conference)
Zeman, Jan
Ideal and non-ideal predictors in estimation of Bellman function.
The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Prague: Institute of Information Theory and Automation, 2011, s. 87-93. ISBN 978-80-903834-6-3.
[The 2nd International Workshop od Decision Making with Multiple Imperfect Decision Makers. Held in Conjunction with the 25th Annual Conference on Neural Information Processing Systems (NIPS 2011). Sierra Nevada (ES), 16.12.2011-16.12.2011]
R&D Projects: GA MŠMT 1M0572; GA ČR GA102/08/0567
Institutional research plan: CEZ:AV0Z10750506
Keywords : Bellman function * estimation * imperfect predictor * futures market data * predictors
Subject RIV: BB - Applied Statistics, Operational Research
http://library.utia.cas.cz/separaty/2011/AS/zeman-ideal and non-ideal predictors in estimation of bellman function.pdf
The paper considers estimation of Bellman function using revision of the past decisions. The original approach is further extended by employing predictions coming from an imperfect predictor. The resulting algorithm speeds up the convergence of Bellman function estimation and improves the results quality. The potential of the approach is demonstrated on a futures market data.
Permanent Link: http://hdl.handle.net/11104/0202692
Number of the records: 1