Foto von Erdi Sayar

M.Sc. Erdi Sayar

Room: Roboterhalle

Office Hour: By appointment only

Research Interests

  • Model-based Reinforcement Learning
  • Curriculum based Reinforcement Learning
  • Diffusion models with Reinforcement Learning

If you are interested in one of the topics, please feel free to contact me.

 

 

 

Demos

2024

  • Sayar, Erdi; Gao, Xiang; Hu, Yingbai; Chen, Guang; Knoll, Alois: Toward coordinated planning and hierarchical optimization control for highly redundant mobile manipulator. ISA Transactions 146, 2024, 16-28 mehr… BibTeX Volltext ( DOI )
  • Sayar, Erdi; Iacca, Giovanni; Knoll, Alois: Curriculum Learning for Robot Manipulation Tasks With Sparse Reward Through Environment Shifts. IEEE Access 12, 2024, 46626-46635 mehr… BibTeX Volltext ( DOI )
  • Sayar, Erdi; Vintaykin, Vladislav; Iacca, Giovanni; Knoll, Alois: Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation. Applications of Evolutionary Computation, Springer Nature Switzerland, 2024 mehr… BibTeX