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; Bing, Zhenshan; D’Eramo, Carlo; Oguz, Ozgur S.; Knoll, Alois: Contact Energy Based Hindsight Experience Prioritization. 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2024, 5434-5440 more… BibTeX Full text ( DOI )
  • Sayar, Erdi; Bing, Zhenshan; D’Eramo, Carlo; Oguz, Ozgur S.; Knoll, Alois: Contact Energy Based Hindsight Experience Prioritization. 2024 IEEE International Conference on Robotics and Automation (ICRA), IEEE, 2024, 5434-5440 more… BibTeX Full text ( DOI )
  • 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 more… BibTeX Full text ( 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 more… BibTeX Full text ( DOI )
  • Sayar, Erdi; Iacca, Giovanni; Knoll, Alois: Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. Proceedings of the Genetic and Evolutionary Computation Conference, ACM, 2024 more… BibTeX Full text ( DOI )
  • Sayar, Erdi; Iacca, Giovanni; Knoll, Alois: Multi-Objective Evolutionary Hindsight Experience Replay for Robot Manipulation Tasks. Proceedings of the Genetic and Evolutionary Computation Conference, ACM, 2024, 403-411 more… BibTeX Full text ( 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 more… BibTeX