Matches in SemOpenAlex for { <https://semopenalex.org/work/W2731936231> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W2731936231 endingPage "106" @default.
- W2731936231 startingPage "100" @default.
- W2731936231 abstract "Applying game-tree search techniques to RTS games poses a significant challenge, given the large branching factors involved. This paper studies an approach to incorporate knowledge learned offline from game replays to guide the search process. Specifically, we propose to learn Naive Bayesian models predicting the probability of action execution in different game states, and use them to inform the search process of Monte Carlo Tree Search. We evaluate the effect of incorporating these models into several Multiarmed Bandit policies for MCTS in the context of StarCraft, showing a significant improvement in gameplay performance." @default.
- W2731936231 created "2017-07-14" @default.
- W2731936231 creator A5038686010 @default.
- W2731936231 creator A5059596830 @default.
- W2731936231 date "2021-06-25" @default.
- W2731936231 modified "2023-10-07" @default.
- W2731936231 title "Improving Monte Carlo Tree Search Policies in StarCraft via Probabilistic Models Learned from Replay Data" @default.
- W2731936231 cites W1500868819 @default.
- W2731936231 cites W1558653343 @default.
- W2731936231 cites W1589331835 @default.
- W2731936231 cites W1625390266 @default.
- W2731936231 cites W1750339092 @default.
- W2731936231 cites W1977989560 @default.
- W2731936231 cites W2022504108 @default.
- W2731936231 cites W2075848246 @default.
- W2731936231 cites W2126316555 @default.
- W2731936231 cites W2144445939 @default.
- W2731936231 cites W2182353947 @default.
- W2731936231 cites W2203132035 @default.
- W2731936231 cites W2230033167 @default.
- W2731936231 cites W2395963869 @default.
- W2731936231 cites W2407621529 @default.
- W2731936231 cites W2530830659 @default.
- W2731936231 cites W2589527538 @default.
- W2731936231 cites W2729668291 @default.
- W2731936231 cites W2963146510 @default.
- W2731936231 cites W2995767657 @default.
- W2731936231 doi "https://doi.org/10.1609/aiide.v12i1.12852" @default.
- W2731936231 hasPublicationYear "2021" @default.
- W2731936231 type Work @default.
- W2731936231 sameAs 2731936231 @default.
- W2731936231 citedByCount "7" @default.
- W2731936231 countsByYear W27319362312018 @default.
- W2731936231 countsByYear W27319362312019 @default.
- W2731936231 countsByYear W27319362312021 @default.
- W2731936231 crossrefType "journal-article" @default.
- W2731936231 hasAuthorship W2731936231A5038686010 @default.
- W2731936231 hasAuthorship W2731936231A5059596830 @default.
- W2731936231 hasBestOaLocation W27319362311 @default.
- W2731936231 hasConcept C105795698 @default.
- W2731936231 hasConcept C107673813 @default.
- W2731936231 hasConcept C111919701 @default.
- W2731936231 hasConcept C113174947 @default.
- W2731936231 hasConcept C119857082 @default.
- W2731936231 hasConcept C121332964 @default.
- W2731936231 hasConcept C134306372 @default.
- W2731936231 hasConcept C151730666 @default.
- W2731936231 hasConcept C154945302 @default.
- W2731936231 hasConcept C19499675 @default.
- W2731936231 hasConcept C2779343474 @default.
- W2731936231 hasConcept C2780791683 @default.
- W2731936231 hasConcept C33923547 @default.
- W2731936231 hasConcept C41008148 @default.
- W2731936231 hasConcept C46149586 @default.
- W2731936231 hasConcept C49937458 @default.
- W2731936231 hasConcept C62520636 @default.
- W2731936231 hasConcept C86803240 @default.
- W2731936231 hasConcept C98045186 @default.
- W2731936231 hasConceptScore W2731936231C105795698 @default.
- W2731936231 hasConceptScore W2731936231C107673813 @default.
- W2731936231 hasConceptScore W2731936231C111919701 @default.
- W2731936231 hasConceptScore W2731936231C113174947 @default.
- W2731936231 hasConceptScore W2731936231C119857082 @default.
- W2731936231 hasConceptScore W2731936231C121332964 @default.
- W2731936231 hasConceptScore W2731936231C134306372 @default.
- W2731936231 hasConceptScore W2731936231C151730666 @default.
- W2731936231 hasConceptScore W2731936231C154945302 @default.
- W2731936231 hasConceptScore W2731936231C19499675 @default.
- W2731936231 hasConceptScore W2731936231C2779343474 @default.
- W2731936231 hasConceptScore W2731936231C2780791683 @default.
- W2731936231 hasConceptScore W2731936231C33923547 @default.
- W2731936231 hasConceptScore W2731936231C41008148 @default.
- W2731936231 hasConceptScore W2731936231C46149586 @default.
- W2731936231 hasConceptScore W2731936231C49937458 @default.
- W2731936231 hasConceptScore W2731936231C62520636 @default.
- W2731936231 hasConceptScore W2731936231C86803240 @default.
- W2731936231 hasConceptScore W2731936231C98045186 @default.
- W2731936231 hasIssue "1" @default.
- W2731936231 hasLocation W27319362311 @default.
- W2731936231 hasOpenAccess W2731936231 @default.
- W2731936231 hasPrimaryLocation W27319362311 @default.
- W2731936231 hasRelatedWork W2961085424 @default.
- W2731936231 hasRelatedWork W3171665292 @default.
- W2731936231 hasRelatedWork W4226164546 @default.
- W2731936231 hasRelatedWork W4285260836 @default.
- W2731936231 hasRelatedWork W4286629047 @default.
- W2731936231 hasRelatedWork W4290792893 @default.
- W2731936231 hasRelatedWork W4294048575 @default.
- W2731936231 hasRelatedWork W4306321456 @default.
- W2731936231 hasRelatedWork W4306674287 @default.
- W2731936231 hasRelatedWork W4224009465 @default.
- W2731936231 hasVolume "12" @default.
- W2731936231 isParatext "false" @default.
- W2731936231 isRetracted "false" @default.
- W2731936231 magId "2731936231" @default.
- W2731936231 workType "article" @default.