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1901.08021
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Robust Temporal Difference Learning for Critical Domains

v1v2 (latest)

Robust Temporal Difference Learning for Critical Domains

23 January 2019

Michael Kaisers

ArXiv (abs)PDF HTML

Papers citing "Robust Temporal Difference Learning for Critical Domains"

8 / 8 papers shown

Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation

Off-Policy Actor-Critic for Adversarial Observation Robustness: Virtual Alternative Training via Symmetric Policy Evaluation

Kosuke Nakanishi

248

0

0

20 Jun 2025

SQT -- std $Q$-target

Q

Dotan Di Castro

278

0

0

03 Feb 2024

Efficient Action Robust Reinforcement Learning with Probabilistic Policy
Execution Uncertainty

Efficient Action Robust Reinforcement Learning with Probabilistic Policy Execution Uncertainty

323

4

0

15 Jul 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

Marc G. Bellemare

209

13

0

28 May 2023

Bounded Robustness in Reinforcement Learning via Lexicographic
Objectives

Bounded Robustness in Reinforcement Learning via Lexicographic ObjectivesConference on Learning for Dynamics & Control (L4DC), 2022

Daniel Jarne Ornia

Alessandro Abate

188

0

0

30 Sep 2022

Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities:
Robustness, Safety, and Generalizability

Trustworthy Reinforcement Learning Against Intrinsic Vulnerabilities: Robustness, Safety, and Generalizability

Ding Zhao

413

51

0

16 Sep 2022

A Natural Actor-Critic Algorithm with Downside Risk Constraints

A Natural Actor-Critic Algorithm with Downside Risk Constraints

109

3

0

08 Jul 2020

Synthesizing Safe Policies under Probabilistic Constraints with
Reinforcement Learning and Bayesian Model Checking

Synthesizing Safe Policies under Probabilistic Constraints with Reinforcement Learning and Bayesian Model Checking

266

6

0

08 May 2020

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