Tractable Reinforcement Learning for Signal Temporal Logic Tasks With Counterfactual Experience Replay-Reference-Cited by-同舟云学术

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Tractable Reinforcement Learning for Signal Temporal Logic Tasks With Counterfactual Experience Replay

Published:2024 Issue: Volume:8 Page:616-621
ISSN:2475-1456
Container-title:IEEE Control Systems Letters
language:
Short-container-title:IEEE Control Syst. Lett.

Author:

Wang Siqi¹^ORCID,Yin Xunyuan²^ORCID,Li Shaoyuan¹^ORCID,Yin Xiang¹^ORCID

Affiliation:

1. Department of Automation and the Key Laboratory of System Control and Information Processing, Shanghai Jiao Tong University, Shanghai, China

2. School of Chemistry, Chemical Engineering and Biotechnology, Nanyang Technological University, Jurong West, Singapore

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Link

http://xplorestaging.ieee.org/ielx7/7782633/10411713/10522501.pdf?arnumber=10522501

Reference20 articles.

1. Encoding and monitoring responsibility sensitive safety rules for automated vehicles in signal temporal logic

2. Mining requirements from closed-loop control models

3. Power Line Inspection Tasks With Multi-Aerial Robot Systems Via Signal Temporal Logic Specifications

4. Interpretable seizure detection with signal temporal logic neural network

5. Model predictive control with signal temporal logic specifications

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