Bahareh Tasdighi

Søgeresultater

• 2024

  Exploring Pessimism and Optimism Dynamics in Deep Reinforcement Learning

  Tasdighi, B., Werge, N., Wu, Y.-S. & Kandemir, M., 6. jun. 2024.

  Publikation: Working paper › Forskning

  Fil

  • Continuous Control 100%
  • Deep Reinforcement Learning 100%
  • Reinforcement Learning 100%
  • Pessimism 100%
  • Function Value 50%
  27 Downloads (Pure)

• PAC-Bayesian Soft Actor-Critic Learning

  Tasdighi, B., Akgül, A., Haussmann, M., Brink, K. K. & Kandemir, M., 2024, I: Proceedings of Machine Learning Research. 253, s. 127-145

  Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › peer review

  Åben adgang

  Fil

  • Approximation (Algorithm) 100%
  • Reinforcement Learning 100%
  • Learning Performance 100%
  • Classical Control 100%
  • Electronic Learning 100%

• Probabilistic Actor-Critic: Learning to Explore with PAC-Bayes Uncertainty

  Tasdighi, B., Werge, N., Wu, Y.-S. & Kandemir, M., 5. feb. 2024.

  Publikation: Working paper › Forskning

  Fil

  • Reinforcement Learning 100%
  • Continuous Control 100%
  • Stochastics 100%
  • Bayesian 100%
  • Prior Art 50%
  19 Downloads (Pure)