Q-learning Decision Transformer: Leveraging Dynamic Programming for Conditional Sequence Modelling in Offline RL

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• Finished

  8032 EPSRC Turing AI Fellowship: Interactive Annotations in AI EP/V024817/1

  Santos-Rodriguez, R. (Principal Investigator)

  1/01/21 → 31/12/25

  Project: Research

  • Dynamic Programming 100%
  • Reinforcement Learning 100%
  • Learning to Learn 100%
  • Optimal Trajectory 50%
  • Learning Approach 25%

• SPHERE2

  Craddock, I. J. (Principal Investigator), Mirmehdi, M. (Co-Investigator), Piechocki, R. J. (Co-Investigator), Flach, P. A. (Co-Investigator), Oikonomou, G. (Co-Investigator), Burghardt, T. (Co-Investigator), Damen, D. (Co-Investigator), Santos-Rodriguez, R. (Co-Investigator), O'Kane, A. A. (Co-Investigator), McConville, R. (Co-Investigator), Masullo, A. (Co-Investigator) & Gooberman-Hill, R. (Co-Investigator)

  1/10/18 → 31/01/23

  Project: Research, Parent

  • Machine Learning 100%
  • Learning System 85%
  • Annotation 85%
  • Deep Learning Method 68%
  • Household 53%