Thommen George Karimpanal

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Roland BouffanaisAssociate Professor, University of OttawaVerified email at uottawa.ca
John-John CabibihanAssociate Professor, Mechanical & Industrial Engineering Dept, Qatar UniversityVerified email at qu.edu.qa
Erik WilhelmKyburz SwitzerlandVerified email at kyburz-switzerland.ch
Svetha VenkateshProfessor of Computer Science, Deakin UniversityVerified email at deakin.edu.au
Santu RanaAssociate Professor of Computer Science, Deakin UniversityVerified email at deakin.edu.au
mohammadreza chamanbazResearch Fellow, Rio Tinto Centre for Mine Automation, Australian Centre for Field RoboticsVerified email at sydney.edu.au
Sunil GuptaAssociate Professor, Deakin UniversityVerified email at deakin.edu.au
Truyen TranAssociate Professor, Applied AI Institute, Deakin UniversityVerified email at deakin.edu.au
Buddhika Laknath SemageDeakin UniversityVerified email at buffalo.edu
Patrick MannionLecturer in Computer Science, National University of Ireland GalwayVerified email at nuigalway.ie
Fredrik HeintzAssociate Professor of Computer Science, Linköping UniversityVerified email at liu.se
Peter VamplewAssociate Professor, Information Technology, Federation University AustraliaVerified email at federation.edu.au
Hung LeDeakin UniversityVerified email at deakin.edu.au
Majid AbdolshahAssociate research fellow @ Applied Artificial Intelligence Institute (A²I²), Deakin UniversityVerified email at deakin.edu.au

Thommen George Karimpanal

Applied Artificial Intelligence Institute

Verified email at deakin.edu.au - Homepage

Reinforcement Learning Continual Learning Artificial Life


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Self-organizing maps for storage and transfer of knowledge in reinforcement learning TG Karimpanal, R Bouffanais Adaptive Behavior, 1059712318818568, 2019	20*	2019
Sensing discomfort of standing passengers in public rail transportation systems using a smart phone TG Karimpanal, HM Gadhia, R Sukumar, JJ Cabibihan IEEE International Conference on Control and Automation (ICCA) 2013 …, 2013	19*	2013
Identification and off-policy learning of multiple objectives using adaptive clustering TG Karimpanal, E Wilhelm Neurocomputing 263, 39-47, 2017	14	2017
Experience Replay Using Transition Sequences TG Karimpanal, R Bouffanais Frontiers in Neurorobotics 12, 32, 2018	6	2018
Self-Organizing Maps as a Storage and Transfer Mechanism in Reinforcement Learning TG Karimpanal, R Bouffanais Autonomous Agents and Multiagent Systems (AAMAS), 2018, Stockholm, Adaptive …, 2018	5	2018
Adapting Low-Cost Platforms for Robotics Research TG Karimpanal, M Chamanbaz, W Li, T Jeruzalski, A Gupta, E Wilhelm International Conference on Intelligent Robots and Systems (IROS), 2015 …, 2015	5	2015
A Self-Replication Basis for Designing Complex Agents TG Karimpanal Genetic and Evolutionary Computation Conference (GECCO), 2018, In …, 2018	2	2018
Learning Transferable Domain Priors for Safe Exploration in Reinforcement Learning TG Karimpanal, S Rana, S Gupta, T Tran, S Venkatesh International Joint Conference on Neural Networks (IJCNN), 2020, Glasgow …, 2020	1	2020
Neuro-evolutionary Frameworks for Generalized Learning Agents TG Karimpanal arXiv preprint arXiv:2002.01088, 2020	1	2020
Modeling and Simulation of the Dynamics of the Quick Return Mechanism: A Bond Graph Approach TG Karimpanal, A Vaz Industrial Problems on Machines and Mechanisms (IPRoMM), 2010, Jaipur, India …, 2010	1*	2010
A New Representation of Successor Features for Transfer across Dissimilar Environments M Abdolshah, H Le, TG Karimpanal, S Gupta, S Rana, S Venkatesh International Conference on Machine Learning, 1-9, 2021		2021
Intuitive Physics Guided Exploration for Sample Efficient Sim2real Transfer BL Semage, TG Karimpanal, S Rana, S Venkatesh arXiv preprint arXiv:2104.08795, 2021		2021
Intentionality in Reinforcement Learning T Karimpanal		2021
Multi-Objective Decision Making for Trustworthy AI P Mannion, F Heintz, TG Karimpanal, P Vamplew MODeM workshop, 2021		2021
Towards Experience-Efficient Reinforcement Learning TG Karimpanal Singapore University of Technology and Design, 2019		2019

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