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Robust Risk-Aware Reinforcement Learning

Robust Risk-Aware Reinforcement Learning

23 August 2021
S. Jaimungal
Silvana M. Pesenti
Ye Wang
Hariom Tatsat
ArXivPDFHTML

Papers citing "Robust Risk-Aware Reinforcement Learning"

14 / 14 papers shown
Title
Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
Risk-sensitive Reinforcement Learning Based on Convex Scoring Functions
Shanyu Han
Yang Liu
Xiang Yu
42
0
0
07 May 2025
TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning
TW-CRL: Time-Weighted Contrastive Reward Learning for Efficient Inverse Reinforcement Learning
Yuxuan Li
Ning Yang
Stephen Xia
OffRL
26
0
0
08 Apr 2025
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem
Planning and Learning in Risk-Aware Restless Multi-Arm Bandit Problem
Nima Akbarzadeh
Erick Delage
Yossiri Adulyasak
23
0
0
30 Oct 2024
Robust Reinforcement Learning with Dynamic Distortion Risk Measures
Robust Reinforcement Learning with Dynamic Distortion Risk Measures
Anthony Coache
S. Jaimungal
18
1
0
16 Sep 2024
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient,
  and Sample Complexity
Soft Robust MDPs and Risk-Sensitive MDPs: Equivalence, Policy Gradient, and Sample Complexity
Runyu Zhang
Yang Hu
Na Li
33
5
0
20 Jun 2023
Towards Theoretical Understanding of Data-Driven Policy Refinement
Towards Theoretical Understanding of Data-Driven Policy Refinement
Ali Baheri
9
0
0
11 May 2023
Social Robot Navigation through Constrained Optimization: a Comparative
  Study of Uncertainty-based Objectives and Constraints
Social Robot Navigation through Constrained Optimization: a Comparative Study of Uncertainty-based Objectives and Constraints
Timur Akhtyamov
A. Kashirin
A. Postnikov
Gonzalo Ferrer
28
5
0
04 May 2023
Robust Risk-Aware Option Hedging
Robust Risk-Aware Option Hedging
David Wu
S. Jaimungal
6
11
0
27 Mar 2023
Risk-Averse MDPs under Reward Ambiguity
Risk-Averse MDPs under Reward Ambiguity
Haolin Ruan
Zhi Chen
C. Ho
20
2
0
03 Jan 2023
Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization
Hierarchical Deep Reinforcement Learning for VWAP Strategy Optimization
Xiaodong Li
Pangjing Wu
Chenxin Zou
Qing Li
11
3
0
11 Dec 2022
A Risk-Sensitive Approach to Policy Optimization
A Risk-Sensitive Approach to Policy Optimization
Jared Markowitz
Ryan W. Gardner
Ashley J. Llorens
R. Arora
I-J. Wang
OffRL
29
6
0
19 Aug 2022
Robust Reinforcement Learning with Distributional Risk-averse
  formulation
Robust Reinforcement Learning with Distributional Risk-averse formulation
Pierre Clavier
S. Allassonnière
E. L. Pennec
OOD
21
7
0
14 Jun 2022
Recent Advances in Reinforcement Learning in Finance
Recent Advances in Reinforcement Learning in Finance
B. Hambly
Renyuan Xu
Huining Yang
OffRL
16
165
0
08 Dec 2021
Learning Stochastic Shortest Path with Linear Function Approximation
Learning Stochastic Shortest Path with Linear Function Approximation
Steffen Czolbe
Jiafan He
Adrian V. Dalca
Quanquan Gu
27
30
0
25 Oct 2021
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