Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204012634> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3204012634 endingPage "3142" @default.
- W3204012634 startingPage "3132" @default.
- W3204012634 abstract "The net orders in detailed routing are crucial to routing closure, especially in most modern routers following the sequential routing manner with the rip-up and reroute scheme. In advanced technology nodes, detailed routing has to deal with complicated design rules and large problem sizes, making its performance more sensitive to the order of nets to be routed. In the literature, the net orders are mostly determined by simple heuristic rules tuned for specific benchmarks. In this work, we propose an asynchronous reinforcement learning (RL) framework to automatically search for optimal ordering strategies and a transfer learning (TL) algorithm to improve performance. By asynchronous querying, the router, pretraining the RL agents, and finetuning with the TL algorithm, we can generate high-performance routing sequences to achieve a 26% reduction in the DRC violations and a 1.2% reduction in the total costs compared with the state-of-the-art detailed router." @default.
- W3204012634 created "2021-10-11" @default.
- W3204012634 creator A5000933188 @default.
- W3204012634 creator A5017385371 @default.
- W3204012634 creator A5071813533 @default.
- W3204012634 creator A5086894190 @default.
- W3204012634 creator A5089642905 @default.
- W3204012634 date "2022-09-01" @default.
- W3204012634 modified "2023-10-15" @default.
- W3204012634 title "Asynchronous Reinforcement Learning Framework and Knowledge Transfer for Net-Order Exploration in Detailed Routing" @default.
- W3204012634 cites W1966149271 @default.
- W3204012634 cites W2052163612 @default.
- W3204012634 cites W2053902150 @default.
- W3204012634 cites W2066498548 @default.
- W3204012634 cites W2084500359 @default.
- W3204012634 cites W2098038484 @default.
- W3204012634 cites W2106928112 @default.
- W3204012634 cites W2140800546 @default.
- W3204012634 cites W2163105316 @default.
- W3204012634 cites W2494567255 @default.
- W3204012634 cites W2605578718 @default.
- W3204012634 cites W2625737522 @default.
- W3204012634 cites W2793662773 @default.
- W3204012634 cites W2899736003 @default.
- W3204012634 cites W2900068574 @default.
- W3204012634 cites W2908860223 @default.
- W3204012634 cites W2938881465 @default.
- W3204012634 cites W2946549126 @default.
- W3204012634 cites W2958546559 @default.
- W3204012634 cites W2971281368 @default.
- W3204012634 cites W2997948262 @default.
- W3204012634 cites W3036410182 @default.
- W3204012634 cites W3095180254 @default.
- W3204012634 cites W3183370799 @default.
- W3204012634 cites W4230658507 @default.
- W3204012634 doi "https://doi.org/10.1109/tcad.2021.3117505" @default.
- W3204012634 hasPublicationYear "2022" @default.
- W3204012634 type Work @default.
- W3204012634 sameAs 3204012634 @default.
- W3204012634 citedByCount "0" @default.
- W3204012634 crossrefType "journal-article" @default.
- W3204012634 hasAuthorship W3204012634A5000933188 @default.
- W3204012634 hasAuthorship W3204012634A5017385371 @default.
- W3204012634 hasAuthorship W3204012634A5071813533 @default.
- W3204012634 hasAuthorship W3204012634A5086894190 @default.
- W3204012634 hasAuthorship W3204012634A5089642905 @default.
- W3204012634 hasConcept C104954878 @default.
- W3204012634 hasConcept C120314980 @default.
- W3204012634 hasConcept C151319957 @default.
- W3204012634 hasConcept C154945302 @default.
- W3204012634 hasConcept C173801870 @default.
- W3204012634 hasConcept C184896649 @default.
- W3204012634 hasConcept C196423136 @default.
- W3204012634 hasConcept C204948658 @default.
- W3204012634 hasConcept C2775896111 @default.
- W3204012634 hasConcept C31258907 @default.
- W3204012634 hasConcept C41008148 @default.
- W3204012634 hasConcept C74172769 @default.
- W3204012634 hasConcept C89305328 @default.
- W3204012634 hasConcept C97541855 @default.
- W3204012634 hasConceptScore W3204012634C104954878 @default.
- W3204012634 hasConceptScore W3204012634C120314980 @default.
- W3204012634 hasConceptScore W3204012634C151319957 @default.
- W3204012634 hasConceptScore W3204012634C154945302 @default.
- W3204012634 hasConceptScore W3204012634C173801870 @default.
- W3204012634 hasConceptScore W3204012634C184896649 @default.
- W3204012634 hasConceptScore W3204012634C196423136 @default.
- W3204012634 hasConceptScore W3204012634C204948658 @default.
- W3204012634 hasConceptScore W3204012634C2775896111 @default.
- W3204012634 hasConceptScore W3204012634C31258907 @default.
- W3204012634 hasConceptScore W3204012634C41008148 @default.
- W3204012634 hasConceptScore W3204012634C74172769 @default.
- W3204012634 hasConceptScore W3204012634C89305328 @default.
- W3204012634 hasConceptScore W3204012634C97541855 @default.
- W3204012634 hasFunder F4320321001 @default.
- W3204012634 hasFunder F4320334977 @default.
- W3204012634 hasFunder F4320335777 @default.
- W3204012634 hasIssue "9" @default.
- W3204012634 hasLocation W32040126341 @default.
- W3204012634 hasOpenAccess W3204012634 @default.
- W3204012634 hasPrimaryLocation W32040126341 @default.
- W3204012634 hasRelatedWork W1271814223 @default.
- W3204012634 hasRelatedWork W1857513431 @default.
- W3204012634 hasRelatedWork W2009284458 @default.
- W3204012634 hasRelatedWork W2100350648 @default.
- W3204012634 hasRelatedWork W2136532127 @default.
- W3204012634 hasRelatedWork W2208481718 @default.
- W3204012634 hasRelatedWork W2901539300 @default.
- W3204012634 hasRelatedWork W3036425038 @default.
- W3204012634 hasRelatedWork W4313459401 @default.
- W3204012634 hasRelatedWork W4313562922 @default.
- W3204012634 hasVolume "41" @default.
- W3204012634 isParatext "false" @default.
- W3204012634 isRetracted "false" @default.
- W3204012634 magId "3204012634" @default.
- W3204012634 workType "article" @default.