The 2014 international planning competition: Progress and trends M Vallati, L Chrpa, M Grześ, TL McCluskey, M Roberts, S Sanner Ai Magazine 36 (3), 90-98, 2015 | 169 | 2015 |
Reward shaping in episodic reinforcement learning M Grzes ACM, 2017 | 145 | 2017 |
An empirical study of potential-based reward shaping and advice in complex, multi-agent systems S Devlin, D Kudenko, M Grześ Advances in Complex Systems 14 (02), 251-278, 2011 | 108 | 2011 |
Plan-based reward shaping for reinforcement learning M Grzes, D Kudenko 2008 4th International IEEE Conference Intelligent Systems 2, 10-22-10-29, 2008 | 104 | 2008 |
Online learning of shaping rewards in reinforcement learning M Grześ, D Kudenko Neural Networks 23 (4), 541-550, 2010 | 89 | 2010 |
Theoretical and empirical analysis of reward shaping in reinforcement learning M Grzes, D Kudenko 2009 International Conference on Machine Learning and Applications, 337-344, 2009 | 52 | 2009 |
Multi-test decision tree and its application to microarray data classification M Czajkowski, M Grześ, M Kretowski Artificial intelligence in medicine 61 (1), 35-44, 2014 | 50 | 2014 |
Multigrid reinforcement learning with reward shaping M Grześ, D Kudenko International Conference on Artificial Neural Networks, 357-366, 2008 | 46 | 2008 |
BCI controlled robotic arm as assistance to the rehabilitation of neurologically disabled patients A Casey, H Azhar, M Grzes, M Sakel Disability and Rehabilitation: Assistive Technology 16 (5), 525-537, 2021 | 38 | 2021 |
Learning shaping rewards in model-based reinforcement learning M Grzes, D Kudenko Proc. AAMAS 2009 Workshop on Adaptive Learning Agents 115, 30, 2009 | 35 | 2009 |
Global learning of decision trees by an evolutionary algorithm M Krętowski, M Grześ Information Processing and Security Systems, 401-410, 2005 | 35 | 2005 |
Evolutionary induction of mixed decision trees M Kretowski, M Grzes International Journal of Data Warehousing and Mining (IJDWM) 3 (4), 68-82, 2007 | 31 | 2007 |
Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model M Grześ, J Hoey, SS Khan, A Mihailidis, S Czarnuch, D Jackson, A Monk International Journal of Approximate Reasoning 55 (1), 36-58, 2014 | 27 | 2014 |
Global induction of oblique decision trees: an evolutionary approach M Krętowski, M Grześ Intelligent Information Processing and Web Mining: Proceedings of the …, 2005 | 25 | 2005 |
Isomorph-free branch and bound search for finite state controllers M Grzes, P Poupart, J Hoey | 22 | 2013 |
Improving exploration in reinforcement learning through domain knowledge and parameter analysis M Grzes University of York, 2010 | 21 | 2010 |
Evolutionary induction of cost-sensitive decision trees M Krętowski, M Grześ International Symposium on Methodologies for Intelligent Systems, 121-126, 2006 | 20 | 2006 |
Evolutionary learning of linear trees with embedded feature selection M Krętowski, M Grześ Artificial Intelligence and Soft Computing–ICAISC 2006: 8th International …, 2006 | 20 | 2006 |
Decision tree approach to microarray data analysis M Grześ, M Krętowski Biocybernetics and Biomedical Engineering 27 (3), 29-42, 2007 | 19 | 2007 |
Multi-agent, reward shaping for robocup keepaway S Devlin, M Grześ, D Kudenko The 10th International Conference on Autonomous Agents and Multiagent …, 2011 | 18 | 2011 |