School of Computing

Publications by Dr Marek Grzes

Also view these in the Kent Academic Repository

Article
Vallati, M. et al. (2015). The 2014 International Planning Competition: Progress and Trends. AI Magazine [Online] 36:90-98. Available at: http://dx.doi.org/10.1609/aimag.v36i3.2571.
Grzes, M. et al. (2014). Energy Efficient Execution of POMDP Policies. IEEE Transactions on Cybernetics [Online] PP. Available at: http://dx.doi.org/10.1109/TCYB.2014.2375817.
Grzes, M. et al. (2014). Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model. International Journal of Approximate Reasoning [Online] 55:36-58. Available at: http://dx.doi.org/10.1016/j.ijar.2013.03.006.
Czajkowski, M., Grzes, M. and Kretowski, M. (2014). Multi-test Decision Tree and its Application to Microarray Data Classification. Artificial Intelligence in Medicine [Online] 61:35-44. Available at: http://dx.doi.org/10.1016/j.artmed.2014.01.005.
Conference or workshop item
Grzes, M. (2017). Reward Shaping in Episodic Reinforcement Learning. in: Sixteenth International Conference on Autonomous Agents and Multiagent Sytems (AAMAS 2017). ACM, pp. 565-573.
Liza, F. and Grzes, M. (2016). An Improved Crowdsourcing Based Evaluation Technique for Word Embedding Methods. in: The First Workshop on Evaluating Vector Space Representations for NLP (RepEval at ACL). USA: The Association for Computational Linguistics, pp. 55-61. Available at: http://aclweb.org/anthology/W16-2500.
Liza, F. and Grzes, M. (2016). Estimating the Accuracy of Spectral Learning for HMMs. in: The 17th International Conference on Artificial Intelligence: Methodology, Systems, Applications (AIMSA). Springer, pp. 46-56. Available at: http://dx.doi.org/10.1007/978-3-319-44748-3_5.
Liza, F. and Grzes, M. (2016). A Spectral Method that Worked Well in the SPiCe'16 Competition. in: Verwer, S., van Zaanen, M. and Smetsers, R. eds. The 13th International Conference on Grammatical Inference. Journal of Machine Learning Research, pp. 143-148. Available at: http://www.jmlr.org/proceedings/papers/v57/.
Grzes, M. and Poupart, P. (2015). Incremental Policy Iteration with Guaranteed Escape from Local Optima in POMDP Planning. in: International Conference on Autonomous Agents and Multiagent Systems (AAMAS).. Available at: http://www.aamas2015.com/en/AAMAS_2015_USB/aamas/p1249.pdf.
Grzes, M. and Poupart, P. (2014). POMDP Planning and Execution in an Augmented Space. in: International Conference on Autonomous Agents and Multiagent Systems (AAMAS). pp. 757-764. Available at: http://www.aamas-conference.org/Proceedings/aamas2014/aamas/p757.pdf.
Grzes, M. and Hoey, J. (2013). On the Convergence of Techniques that Improve Value Iteration. in: International Joint Conference on Neural Networks (IJCNN). pp. 1-8. Available at: http://dx.doi.org/10.1109/IJCNN.2013.6706982.
Grzes, M., Poupart, P. and Hoey, J. (2013). Controller Compilation and Compression for Resource Constrained Applications. in: Perny, P., Pirlot, M. and Tsoukias, A. eds. International Conference on Algorithmic Decision Theory (ADT). Springer, pp. 193-207. Available at: http://dx.doi.org/10.1007/978-3-642-41575-3_15.
Grzes, M., Poupart, P. and Hoey, J. (2013). Isomorph-Free Branch and Bound Search for Finite State Controllers. in: International Joint Conference on Artificial Intelligence (IJCAI).. Available at: http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6954.
Total publications in KAR: 13 [See all in KAR]

School of Computing, University of Kent, Canterbury, Kent, CT2 7NF

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Last Updated: 17/11/2017