Search results

• 2023

  Learning Pessimism for Reinforcement Learning

  Cetin, E. & Celiktutan, O., 2023, (Accepted/In press) The 37th AAAI Conference on Artificial Intelligence (AAAI-23). AAAI Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  Open Access

  File

  • Reinforcement Learning 100%
  • Overestimation 100%
  • Pessimism 100%
  • Deep Reinforcement Learning 50%
  • Pessimistic Estimate 50%
  165 Downloads (Pure)
• 2021

  IB-DRR-incremental learning with information-back discrete representation replay

  Jiang, J., Cetin, E. & Celiktutan, O., Jun 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2021. IEEE Computer Society, p. 3528-3537 10 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review

  • Average Accuracy 100%
  • Variational Autoencoder 100%
  • Performance Model 50%
  • Training Phase 50%
  • Contrastive Learning 50%
  7 Citations (Scopus)