doc. RNDr. Tomáš Brázdil, Ph.D., MBA
docent – Katedra strojového učení a zpracování dat
kancelář: S214
Botanická 554/68a
602 00 Brno
| telefon: | 549 49 3922 |
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| sociální a akademické sítě: |
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Počet publikací: 85
2018
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Strategy Representation by Decision Trees in Reactive Synthesis
24th International Conference on Tools and Algorithms for the Construction and Analysis of Systems (TACAS 2018), rok: 2018
2017
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Policy learning in continuous-time Markov decision processes using Gaussian Processes
Performance Evaluation, rok: 2017, ročník: 116, vydání: 1, DOI
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Trading performance for stability in Markov decision processes
Journal of Computer and System Sciences, rok: 2017, ročník: 84, vydání: 2017, DOI
2016
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Optimizing the Expected Mean Payoff in Energy Markov Decision Processes
Automated Technology for Verification and Analysis - 14th International Symposium, ATVA 2016, rok: 2016
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Policy Learning for Time-Bounded Reachability in Continuous-Time Markov Decision Processes via Doubly-Stochastic Gradient Ascent
Proceedings of QEST 2016, rok: 2016
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Stability in Graphs and Games
27th International Conference on Concurrency Theory, CONCUR 2016, rok: 2016
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Stochastic Shortest Path with Energy Constraints in POMDPs: (Extended Abstract)
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, rok: 2016
2015
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Counterexample Explanation by Learning Small Strategies in Markov Decision Processes
Computer Aided Verification: 27th International Conference, CAV 2015, rok: 2015
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Long-Run Average Behaviour of Probabilistic Vector Addition Systems
30th Annual ACM/IEEE Symposium on Logic in Computer Science, LICS 2015, Kyoto, Japan, July 6-10, 2015., rok: 2015
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MultiGain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives
Tools and Algorithms for the Construction and Analysis of Systems - 21st International Conference, TACAS 2015, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2015, London, UK, April 11-18, 2015. Proceedings., rok: 2015