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Robustness and risk management via distributional dynamic programming

Robustness and risk management via distributional dynamic programming

28 December 2021
Mastane Achab
Gergely Neu
ArXiv (abs)PDFHTML

Papers citing "Robustness and risk management via distributional dynamic programming"

5 / 5 papers shown
Efficient Risk-sensitive Planning via Entropic Risk Measures
Efficient Risk-sensitive Planning via Entropic Risk Measures
Alexandre Marthe
Samuel Bounan
Aurélien Garivier
Claire Vernade
369
2
0
27 Feb 2025
Beyond Average Return in Markov Decision Processes
Beyond Average Return in Markov Decision ProcessesNeural Information Processing Systems (NeurIPS), 2023
Alexandre Marthe
Aurélien Garivier
Claire Vernade
237
10
0
31 Oct 2023
The Statistical Benefits of Quantile Temporal-Difference Learning for
  Value Estimation
The Statistical Benefits of Quantile Temporal-Difference Learning for Value EstimationInternational Conference on Machine Learning (ICML), 2023
Mark Rowland
Yunhao Tang
Clare Lyle
Rémi Munos
Marc G. Bellemare
Will Dabney
195
13
0
28 May 2023
One-Step Distributional Reinforcement Learning
One-Step Distributional Reinforcement Learning
Mastane Achab
Réda Alami
Y. A. D. Djilali
Kirill Fedyanin
Eric Moulines
OODOffRL
139
4
0
27 Apr 2023
Bridging Distributional and Risk-sensitive Reinforcement Learning with
  Provable Regret Bounds
Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret BoundsJournal of machine learning research (JMLR), 2022
Hao Liang
Zhihui Luo
315
18
0
25 Oct 2022
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