Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach

6 June 2015

Papers citing "Risk-Sensitive and Robust Decision-Making: a CVaR Optimization Approach"

10 / 60 papers shown

Title
A Review of Robot Learning for Manipulation: Challenges, Representations, and Algorithms Oliver Kroemer S. Niekum George Konidaris 27 356 0 06 Jul 2019
Markov Decision Processes under Ambiguity Nicole Bauerle U. Rieder 11 6 0 04 Jul 2019
Epistemic Risk-Sensitive Reinforcement Learning Hannes Eriksson Christos Dimitrakakis 16 29 0 14 Jun 2019
A Bayesian Approach to Robust Reinforcement Learning E. Derman D. Mankowitz Timothy A. Mann Shie Mannor 18 57 0 20 May 2019
Robust and Adaptive Planning under Model Uncertainty Apoorva Sharma James Harrison Matthew W. Tsao Marco Pavone 11 15 0 09 Jan 2019
Risk-Aware Active Inverse Reinforcement Learning Daniel S. Brown Yuchen Cui S. Niekum 25 58 0 08 Jan 2019
FinBrain: When Finance Meets AI 2.0 Xiaolin Zheng Mengying Zhu Qibing Li Chaochao Chen Yanchao Tan AIFin 34 52 0 26 Aug 2018
Efficient Probabilistic Performance Bounds for Inverse Reinforcement Learning Daniel S. Brown S. Niekum BDL OffRL 14 42 0 03 Jul 2017
Deep Robust Kalman Filter Shirli Di-Castro Shashua Shie Mannor BDL 22 28 0 07 Mar 2017
Planning with Information-Processing Constraints and Model Uncertainty in Markov Decision Processes Jordi Grau-Moya Felix Leibfried Tim Genewein Daniel A. Braun 28 28 0 07 Apr 2016