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Author

Marek Grześ

Observed names: Grzes, Marek, Grześ, Marek, MAREK GRZEŚ, Marek Grzes, Marek Grzes (17180386)
Institution: University of Kent
ORCID: 0000-0003-4901-1539
Observed ORCID: 0000-0003-4901-1539
OpenAlex ID: A5052315074
The 2014 International Planning Competition: Progress and Trends
2015 · Mauro Vallati, Lukáš Chrpa, et al. · AI Magazine · 113
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An Empirical Study of Potential-based Reward Shaping and Advice in Complex, Multi-agent Systems
2011 · SAM DEVLIN, DANIEL KUDENKO, et al. · Advances in Complex Systems · 77
Plan-based reward shaping for reinforcement learning
2008 · Marek Grzes, Daniel Kudenko · International IEEE Conference on Intelligent Systems (IS) · 73
Online learning of shaping rewards in reinforcement learning
2010 · Marek Grześ, Daniel Kudenko · Neural Networks · 68
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Multi-test decision tree and its application to microarray data classification
2014 · Marcin Czajkowski, Marek Grześ, et al. · Artificial Intelligence in Medicine · 43
BCI controlled robotic arm as assistance to the rehabilitation of neurologically disabled patients
2019 · Anthony Casey, Hannan Azhar, et al. · Disability and Rehabilitation Assistive Technology · 42
Theoretical and Empirical Analysis of Reward Shaping in Reinforcement Learning
2009 · Marek Grzes, Daniel Kudenko · International Conference on Machine Learning and Applications · 33
Global learning of decision trees by an evolutionary algorithm
2005 · Marek Krętowski, Marek Grześ · Springer eBooks · 33
Evolutionary Induction of Mixed Decision Trees
2007 · Marek Kretowski, Marek Grzes · International Journal of Data Warehousing and Mining · 30
Multigrid Reinforcement Learning with Reward Shaping
2008 · Marek Grześ, Daniel Kudenko · Lecture notes in computer science · 27
Learning Shaping Rewards in Model-based Reinforcement Learning
2009 · Marek Grześ, Daniel Kudenko⋆ · 26
Evolutionary Learning of Linear Trees with Embedded Feature Selection
2006 · Marek Krętowski, Marek Grześ · Lecture notes in computer science · 22
Global Induction of Oblique Decision Trees: An Evolutionary Approach
2006 · Marek Krętowski, Marek Grześ · Springer eBooks · 21
SESAM at SemEval-2020 Task 8: Investigating the Relationship between Image and Text in Sentiment Analysis of Memes
2020 · Lisa Bonheme, Marek Grzes · 18
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Self-Adaptive Artificial Intelligence
2019 · Rogerio de Lemos, Marek Grzes · IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS) · 15
Evolutionary Induction of Decision Trees for Misclassification Cost Minimization
2007 · Marek Krȩtowski, Marek Grześ · Lecture notes in computer science · 15
Relational approach to knowledge engineering for POMDP-based assistance systems as a translation of a psychological model
2013 · Marek Grześ, Jesse Hoey, et al. · International Journal of Approximate Reasoning · 14
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Decision Tree Approach to Microarray Data Analysis
2007 · Marek Grześ, Marek Krętowski · 14
Isomorph-free branch and bound search for finite state controllers
2013 · Marek Grześ, Pascal Poupart, et al. · Kent Academic Repository (University of Kent) · 13
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Evolutionary Induction of Cost-Sensitive Decision Trees
2006 · Marek Krętowski, Marek Grześ · Lecture notes in computer science · 13
Mixed Decision Trees: An Evolutionary Approach
2006 · Marek Krȩtowski, Marek Grześ · Lecture notes in computer science · 13
Branching Time Active Inference: The theory and its generality
2022 · Théophile Champion, Lancelot Da Costa, et al. · Neural Networks · 12
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Realizing Active Inference in Variational Message Passing: The Outcome-Blind Certainty Seeker
2021 · Théophile Champion, Marek Grześ, et al. · Neural Computation · 12
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Energy Efficient Execution of POMDP Policies
2015 · Marek Grzes, Pascal Poupart, et al. · IEEE Transactions on Cybernetics · 11
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Branching time active inference: Empirical study and complexity class analysis
2022 · Théophile Champion, Howard Bowman, et al. · Neural Networks · 10
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Works count: 87
Citation count: 902
H-index: 15
I10-index: 25
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