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A Novel Heuristic Exploration Method Based on Action Effectiveness Constraints to Relieve Loop Enhancement Effect in Reinforcement Learning with Sparse Rewards

Crossref DOI link: https://doi.org/10.1007/s12559-023-10226-4

Published Online: 2023-12-07

Published Print: 2024-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Ni, Zhenghongyuan

Jin, Ye https://orcid.org/0000-0002-8491-1391
Liu, Peng

Zhao, Wei
Funding

Funding for this research was provided by:

National Natural Science Foundation of China (51935005)

Basic Scientific Research Projects of China (JCKY20200603C010)

Science and Technology Program Projects of Heilongjiang Province, China (GA21C031)
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Text and Data Mining valid from 2023-12-07

Version of Record valid from 2023-12-07
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Article History

Received: 22 March 2023

Accepted: 12 November 2023

First Online: 7 December 2023

Declarations

:

: Not applicable.

: Not applicable.

: Not applicable.

: The authors declare no competing interests.

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