Matches in SemOpenAlex for { <https://semopenalex.org/work/W4225279650> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W4225279650 endingPage "55" @default.
- W4225279650 startingPage "47" @default.
- W4225279650 abstract "UAVs pursuit evasion game is a research hotspot in the field of air combat. Traditional solutions have many limitations to this problem, such as the difficulty of the model to adapt to complex dynamic environments to quickly make decisions, and the poor generalization of different mission scenarios. Based on the DDPG(deep deterministic policy gradient) algorithm, a mathematical model of UAVs pursuit and evasion countermeasures is established in this paper. On this basis, this research designs a variety of countermaneuver strategies for escaping UAV, and uses the training method of course learning ideas. In the training process, the intelligence of the escaping UAV is gradually improved, so as to progressively train the confrontation strategy of the chasing UAV. The simulation results show that compared with direct training, the pursuit strategy of the chasing UAV trained by the research method of course learning can converge faster, and can better perform the hunting mission of enemy aircraft, and can be applied to a variety of enemy aircraft with a variety of maneuvering strategies, which effectively improved the generalization of the UAV′s pursuit and escape confrontation decision model." @default.
- W4225279650 created "2022-05-04" @default.
- W4225279650 creator A5031616308 @default.
- W4225279650 creator A5084272556 @default.
- W4225279650 creator A5089117541 @default.
- W4225279650 date "2022-02-01" @default.
- W4225279650 modified "2023-09-27" @default.
- W4225279650 title "Generalization strategy design of UAVs pursuit evasion game based on DDPG" @default.
- W4225279650 cites W2073284062 @default.
- W4225279650 doi "https://doi.org/10.1051/jnwpu/20224010047" @default.
- W4225279650 hasPublicationYear "2022" @default.
- W4225279650 type Work @default.
- W4225279650 citedByCount "2" @default.
- W4225279650 countsByYear W42252796502023 @default.
- W4225279650 crossrefType "journal-article" @default.
- W4225279650 hasAuthorship W4225279650A5031616308 @default.
- W4225279650 hasAuthorship W4225279650A5084272556 @default.
- W4225279650 hasAuthorship W4225279650A5089117541 @default.
- W4225279650 hasBestOaLocation W42252796501 @default.
- W4225279650 hasConcept C111919701 @default.
- W4225279650 hasConcept C126255220 @default.
- W4225279650 hasConcept C127413603 @default.
- W4225279650 hasConcept C134306372 @default.
- W4225279650 hasConcept C136197465 @default.
- W4225279650 hasConcept C144237770 @default.
- W4225279650 hasConcept C154945302 @default.
- W4225279650 hasConcept C177142836 @default.
- W4225279650 hasConcept C177148314 @default.
- W4225279650 hasConcept C202444582 @default.
- W4225279650 hasConcept C203014093 @default.
- W4225279650 hasConcept C2778388243 @default.
- W4225279650 hasConcept C2781251061 @default.
- W4225279650 hasConcept C33923547 @default.
- W4225279650 hasConcept C38652104 @default.
- W4225279650 hasConcept C41008148 @default.
- W4225279650 hasConcept C41065033 @default.
- W4225279650 hasConcept C42475967 @default.
- W4225279650 hasConcept C86803240 @default.
- W4225279650 hasConcept C8891405 @default.
- W4225279650 hasConcept C9652623 @default.
- W4225279650 hasConcept C98045186 @default.
- W4225279650 hasConceptScore W4225279650C111919701 @default.
- W4225279650 hasConceptScore W4225279650C126255220 @default.
- W4225279650 hasConceptScore W4225279650C127413603 @default.
- W4225279650 hasConceptScore W4225279650C134306372 @default.
- W4225279650 hasConceptScore W4225279650C136197465 @default.
- W4225279650 hasConceptScore W4225279650C144237770 @default.
- W4225279650 hasConceptScore W4225279650C154945302 @default.
- W4225279650 hasConceptScore W4225279650C177142836 @default.
- W4225279650 hasConceptScore W4225279650C177148314 @default.
- W4225279650 hasConceptScore W4225279650C202444582 @default.
- W4225279650 hasConceptScore W4225279650C203014093 @default.
- W4225279650 hasConceptScore W4225279650C2778388243 @default.
- W4225279650 hasConceptScore W4225279650C2781251061 @default.
- W4225279650 hasConceptScore W4225279650C33923547 @default.
- W4225279650 hasConceptScore W4225279650C38652104 @default.
- W4225279650 hasConceptScore W4225279650C41008148 @default.
- W4225279650 hasConceptScore W4225279650C41065033 @default.
- W4225279650 hasConceptScore W4225279650C42475967 @default.
- W4225279650 hasConceptScore W4225279650C86803240 @default.
- W4225279650 hasConceptScore W4225279650C8891405 @default.
- W4225279650 hasConceptScore W4225279650C9652623 @default.
- W4225279650 hasConceptScore W4225279650C98045186 @default.
- W4225279650 hasIssue "1" @default.
- W4225279650 hasLocation W42252796501 @default.
- W4225279650 hasLocation W42252796502 @default.
- W4225279650 hasOpenAccess W4225279650 @default.
- W4225279650 hasPrimaryLocation W42252796501 @default.
- W4225279650 hasRelatedWork W2033670762 @default.
- W4225279650 hasRelatedWork W2149785397 @default.
- W4225279650 hasRelatedWork W2160317867 @default.
- W4225279650 hasRelatedWork W2165993526 @default.
- W4225279650 hasRelatedWork W3012055473 @default.
- W4225279650 hasRelatedWork W3032003174 @default.
- W4225279650 hasRelatedWork W3046106022 @default.
- W4225279650 hasRelatedWork W3201990988 @default.
- W4225279650 hasRelatedWork W4287827711 @default.
- W4225279650 hasRelatedWork W4311347409 @default.
- W4225279650 hasVolume "40" @default.
- W4225279650 isParatext "false" @default.
- W4225279650 isRetracted "false" @default.
- W4225279650 workType "article" @default.