Geraud Nangue Tasse
Scholar

Geraud Nangue Tasse

Google Scholar ID: CAfsMIsAAAAJ
University of the Witwatersrand
Reinforcement LearningDeep LearningMachine Learning
Citations & Impact
All-time
Citations
164
 
H-index
5
 
i10-index
4
 
Publications
20
 
Co-authors
2
list available
Resume (English only)
Academic Achievements
  • Ph.D. Thesis (2024): 'Towards Lifelong Reinforcement Learning Through Temporal Logics and Zero-Shot Composition', proposing a framework for flexible, instructable, and reliable agents.
  • Paper: 'Finding the FrameStack: Learning What to Remember for Non-Markovian Reinforcement Learning' (Finding the Frame Workshop at RLC, 2025).
  • Paper: 'Composition and Zero-Shot Transfer with Lattice Structures in Reinforcement Learning' published in JAIR 2025, presented at RLC 2025.
  • Paper: 'Skill Machines: Temporal Logic Skill Composition in Reinforcement Learning' published at ICLR 2024.
  • Paper: 'ROSARL: Reward-Only Safe Reinforcement Learning' accepted at RLSW @ RLC 2024.
  • ICLR 2022 paper on 'Generalisation in Lifelong RL'.
  • Workshop paper at AAAI Fall Symposium on AI for HRI (September 2021).
  • Recipient of the IBM PhD Fellowship (January 2021).