Marek Grześ

Cited by

	All	Since 2019
Citations	1540	915
h-index	19	14
i10-index	38	24

200

100

150

20062007200820092010201120122013201420152016201720182019202020212022202320246 13 8 12 24 53 35 50 72 66 80 86 108 111 111 123 180 194 188

Public access

View all

4 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Daniel KudenkoL3S Research Center, Leibniz University Hannover, GermanyVerified email at l3s.de
Marek KretowskiFaculty of Computer Science, Bialystok University of TechnologyVerified email at pb.edu.pl
Jesse HoeyProfessor of Computer Science, University of WaterlooVerified email at cs.uwaterloo.ca
Howard BowmanSchool of Psychology, University of BirminghamVerified email at bham.ac.uk
Théophile ChampionUniversity of BirminghamVerified email at student.bham.ac.uk
Sam DevlinMicrosoft Research CambridgeVerified email at microsoft.com
Pascal PoupartUniversity of WaterlooVerified email at uwaterloo.ca
Lisa BonhemePostdoctoral researcher, IARC, WHOVerified email at iarc.who.int
Fabrício GóesLecturer of Creative ComputingVerified email at leicester.ac.uk
Farhana Ferdousi LizaLecturer of Computing Sciences, University of East Anglia, Norwich, UKVerified email at uea.ac.uk
T.L. McCluskeyProfessor of Software Technology, University of HuddersfieldVerified email at hud.ac.uk
Mauro VallatiFull Professor, University of HuddersfieldVerified email at hud.ac.uk
Scott SannerUniversity of TorontoVerified email at mie.utoronto.ca
Mark "mak" RobertsThe US Naval Research LaboratoryVerified email at nrl.navy.mil
Lukáš ChrpaCzech Technical University in PragueVerified email at cvut.cz
Marcin CzajkowskiWydział Informatyki, Politechnika BiałostockaVerified email at pb.edu.pl
Alex MihailidisProfessor, Department of Occupational Science & Occupational Therapy, University of TorontoVerified email at utoronto.ca
Max PeeperkornPhD Candidate, University of KentVerified email at kent.ac.uk
Dan JacksonOpen Lab, Newcastle University, UKVerified email at newcastle.ac.uk
Andrew MonkEmeritus Professor University of York; Visiting Professor Newcastle UniversityVerified email at psych.york.ac.uk

Marek Grześ

Senior Lecturer, School of Computing, University of Kent

Verified email at kent.ac.uk - Homepage

Reinforcement Learning Artificial Intelligence Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	179	2015
Reward shaping in episodic reinforcement learning M Grzes ACM, 2017	158	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	114	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	105	2008
Online learning of shaping rewards in reinforcement learning M Grześ, D Kudenko Neural Networks 23 (4), 541-550, 2010	92	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	54	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	53	2014
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	46	2021
Multigrid reinforcement learning with reward shaping M Grześ, D Kudenko International Conference on Artificial Neural Networks, 357-366, 2008	46	2008
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	26	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
Branching time active inference: the theory and its generality T Champion, L Da Costa, H Bowman, M Grześ Neural Networks 151, 295-316, 2022	20	2022
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
Energy efficient execution of POMDP policies M Grześ, P Poupart, X Yang, J Hoey IEEE Transactions on Cybernetics 45 (11), 2484-2497, 2014	19	2014

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors