Research

PhD Thesis :

• Risk-Sensitive Planning in Markov Decision Processes: Distributional Perspective and Entropic Front
  Defended before a thesis committee composed by Aurélien Garivier (supervisor), Claire Vernade (co-supervisor), Vianney Perchet (reviewer), Marc G. Bellemare (reviewer) and Rémi Munos (examiner).
  Phd Thesis, Oral Defense

Publications

• Beyond Average Return in Markov Decision Processes
  Alexandre Marthe, Aurélien Garivier, Claire Vernade. NeurIPS 2023

• Efficient Risk-sensitive Planning via Entropic Risk Measures
  Alexandre Marthe, Samuel Bounan, Aurélien Garivier, Claire Vernade. EWRL 2025, (under review for publication).

Poster Sessions

• Beyond Average Return in Markov Decision Processes
  • EWRL 2023 (v1, landscape)
  • NeurIPS@Paris 2023 (v2, landscape)
  • NeurIPS 2023
  • PEPR IA Launch (FOUNDRY Project) (v2, portrait)
  • AILyS scientific day
• Efficient Risk-Sensitive Planning via Entropic Risk Measures
  • EWRL 2025 link

Talks

• Beyond Average Return in Markov Decision Processes
  • NeurIPS@Paris 2023 (4min talk)
  • NeurIPS 2023 Virtual Conference (5min video)
  • Marseille University’s Mathematics Phd seminar (1h talk)
• Distributional Reinforcement Learning
  • Tuebingen University’s PhDs’ RL Reading Group (1h talk)

I reviewed for

• FoRLaC Workshop, ICML 2024
• EXAIT Workshop, ICML 2025
• JMLR
• EWRL 2025
• Neurips 2025

I volunteered for

• Volunteer at EUSIPCO 2024, in Lyon, France
• Volunteer at COLT 2025, in Lyon, France