Marcelo Li Koga

CV Lattes GoogleMyCitations

Birthplace: Brazil

BSc in Electrical Engineering at Escola Politecnica da Universidade de Sao Paulo (USP) and MSc in Computer Engineering at the same institution. Research interests: artificial intelligence and machine learning. (Source: Lattes Curriculum)

News published in Agência FAPESP Newsletter about the researcher

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Scholarships in Brazil

Completed (most recent)

Feasibility analysis of a computer vision system for vegetative cuttings sorting, BP.TT
Abstract
Transferring the knowledge acquired by a robot in previous experiences to new tasks is one of the challenges faced by the Artificial Intelligence field nowadays. This scientific research project has the objective to propose, develop and evaluate abstraction methods applied to the transfer of policies learned in some tasks by the agent to new, similar and unseen tasks, using the Reinforcem…
Knowledge Transfer among Tasks in Reinforcement Learning, BP.MS

FAPESP support in numbers * Updated November 27, 2021

Total / Available in English

3 / 2	Completed scholarships in Brazil

Associated processes

Most frequent collaborators in research granted by FAPESP

Keywords used by the researcher

Computer Science Physical Sciences and Mathematics

Scientific publications resulting from Research Grants and Scholarships under the grantee's responsibility (2)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

Publications	2
Citations	29
Cit./Article	14.5
Data from Web of Science

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KOGA, MARCELO L.; FREIRE, VALDINEI; COSTA, ANNA H. R.. Stochastic Abstract Policies: Generalizing Knowledge to Improve Reinforcement Learning. IEEE TRANSACTIONS ON CYBERNETICS, v. 45, n. 1, p. 77-88, JAN 2015. Web of Science Citations: 15. (12/02190-9, 11/19280-8)

SILVA, L. O. L. A.; KOGA, M. L.; CUGNASCA, C. E.; COSTA, A. H. R.. Comparative assessment of feature selection and classification techniques for visual inspection of pot plant seedlings. COMPUTERS AND ELECTRONICS IN AGRICULTURE, v. 97, p. 47-55, SEP 2013. Web of Science Citations: 14. (12/02190-9, 11/19280-8)

Academic Publications

(References retrieved automatically from State of São Paulo Research Institutions)

KOGA, Marcelo Li. Transferência relacional entre tarefas de aprendizado por reforço via políticas abstratas.. Dissertação (Mestrado) - Escola Politécnica. Universidade de São Paulo (USP). São Paulo. (12/02190-9)

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