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Number of items: 15.
Article
| Vallati, Mauro and Chrpa, Lukáš and Grzes, Marek and McCluskey, Thomas L and Roberts, Mark and Sanner, Scott (2015) The 2014 International Planning Competition: Progress and Trends. AI Magazine, 36 (3). pp. 90-98. ISSN 0738-4602. (doi:https://doi.org/10.1609/aimag.v36i3.2571) (Full text available) |
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| Grzes, Marek and Poupart, Pascal and Yang, Xiao and Hoey, Jesse (2014) Energy Efficient Execution of POMDP Policies. IEEE Transactions on Cybernetics, PP (99). ISSN 2168-2267. (doi:https://doi.org/10.1109/TCYB.2014.2375817) (Full text available) |
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| Czajkowski, Marcin and Grzes, Marek and Kretowski, Marek (2014) Multi-test Decision Tree and its Application to Microarray Data Classification. Artificial Intelligence in Medicine, 61 (1). pp. 35-44. ISSN 0933-3657. (doi:https://doi.org/10.1016/j.artmed.2014.01.005) (Full text available) |
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| Grzes, Marek and Hoey, Jesse and Khan, Shehroz S. and Mihailidis, Alex and Czarnuch, Stephen and Jackson, Dan and Monk, Andrew (2014) Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model. International Journal of Approximate Reasoning, 55 (1). pp. 36-58. ISSN 0888-613X. (doi:https://doi.org/10.1016/j.ijar.2013.03.006) (Full text available) |
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Conference or workshop item
| de Lemos, Rogerio and Grzes, Marek (2019) Self-adaptive Artificial Intelligence. In: 2019 IEEE/ACM 14th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS). (In press) (Full text available) |
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| Liza, Farhana Ferdousi and Grzes, Marek (2018) Improving Language Modelling with Noise Contrastive Estimation. In: The Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Press, Palo Alto, California, USA pp. 5277-5284. ISBN 978-1-57735-800-8. (Full text available) |
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| Grzes, Marek (2017) Reward Shaping in Episodic Reinforcement Learning. In: Proc. of the 16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2017). ACM pp. 565-573. (Full text available) |
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| Liza, Farhana Ferdousi and Grzes, Marek (2016) A Spectral Method that Worked Well in the SPiCe'16 Competition. In: Verwer, Sicco and van Zaanen, Menno and Smetsers, Rick, eds. Journal of Machine Learning Research. Volume 57: Proceedings of The 13th International Conference on Grammatical Inference. JMLR: Workshop and Conference Proceedings, 57. Journal of Machine Learning Research pp. 143-148. (Full text available) |
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| Liza, Farhana Ferdousi and Grzes, Marek (2016) An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods. In: The 54th Annual Meeting of the Association for Computational Linguistics. The Association for Computational Linguistics, USA pp. 55-61. ISBN 978-1-945626-14-2. (Full text available) |
![[img]](https://kar.kent.ac.uk/style/images/fileicons/application_pdf.png)
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| Liza, Farhana Ferdousi and Grzes, Marek (2016) Estimating the Accuracy of Spectral Learning for HMMs. In: Estimating the Accuracy of Spectral Learning for HMMs. Lecture Notes in Computer Science. Springer pp. 46-56. ISBN 978-3-319-44747-6. E-ISBN 978-3-319-44748-3. (doi:https://doi.org/10.1007/978-3-319-44748-3_5) (Full text available) |
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| Grzes, Marek and Poupart, Pascal (2015) Incremental Policy Iteration with Guaranteed Escape from Local Optima in POMDP Planning. In: Proceedings of the 14th International Conference on Autonomous Agents and Multiagent System. Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS). (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) |
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| Grzes, Marek and Poupart, Pascal (2014) POMDP Planning and Execution in an Augmented Space. In: Alessio Lomuscio, Paul Scerri, Ana Bazzan, and Michael Huhns (eds.), Proceedings of the 13th International Con- ference on Autonomous Agents and Multiagent Systems (AAMAS 2014). Proceedings of the International Conference on Autonomous Agents and Multiagent Systems (AAMAS). pp. 757-764. (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) |
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| Grzes, Marek and Poupart, Pascal and Hoey, Jesse (2013) Controller Compilation and Compression for Resource Constrained Applications. In: Perny, Patrice and Pirlot, Marc and Tsoukias, Alexis, eds. Third International Conference, ADT 2013, Bruxelles, Belgium, November 12-14, 2013, Proceedings. Proceedings of International Conference on Algorithmic Decision Theory (ADT). Lecture Notes in Computer Science. Springer pp. 193-207. ISBN 978-3-642-41574-6. E-ISBN 978-3-642-41575-3. (doi:https://doi.org/10.1007/978-3-642-41575-3_15) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided) |
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| Grzes, Marek and Poupart, Pascal and Hoey, Jesse (2013) Isomorph-Free Branch and Bound Search for Finite State Controllers. In: Proceedings of International Joint Conference on Artificial Intelligence (IJCAI). (Full text available) |
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| Grzes, Marek and Hoey, Jesse (2013) On the Convergence of Techniques that Improve Value Iteration. In: Neural Networks (IJCNN), The 2013 International Joint Conference. Proceedings of International Joint Conference on Neural Networks (IJCNN). pp. 1-8. ISBN 978-1-4673-6128-6. (doi:https://doi.org/10.1109/IJCNN.2013.6706982) (Full text available) |
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