Matches in SemOpenAlex for { <https://semopenalex.org/work/W3083310462> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3083310462 abstract "Opponent Modelling tries to predict the future actions of opponents, and is required to perform well in multiplayer games. There is a deep literature on learning an opponent model, but much less on how accurate such models must be to be useful. We investigate the sensitivity of Monte Carlo Tree Search (MCTS) and a Rolling Horizon Evolutionary Algorithm (RHEA) to the accuracy of their modelling of the opponent in a simple Real-Time Strategy game. We find that in this domain RHEA is much more sensitive to the accuracy of an opponent model than MCTS. MCTS generally does better even with an inaccurate model, while this will degrade RHEA's performance. We show that faced with an unknown opponent and a low computational budget it is better not to use any explicit model with RHEA, and to model the opponent's actions within the tree as part of the MCTS algorithm." @default.
- W3083310462 created "2020-09-11" @default.
- W3083310462 creator A5042402616 @default.
- W3083310462 creator A5062380176 @default.
- W3083310462 date "2020-07-01" @default.
- W3083310462 modified "2023-10-18" @default.
- W3083310462 title "Does it matter how well I know what you’re thinking? Opponent Modelling in an RTS game" @default.
- W3083310462 cites W1625390266 @default.
- W3083310462 cites W1641379095 @default.
- W3083310462 cites W1929757595 @default.
- W3083310462 cites W1992469982 @default.
- W3083310462 cites W2011353069 @default.
- W3083310462 cites W2019257274 @default.
- W3083310462 cites W2022504108 @default.
- W3083310462 cites W2025400977 @default.
- W3083310462 cites W2049342340 @default.
- W3083310462 cites W2075848246 @default.
- W3083310462 cites W2114765979 @default.
- W3083310462 cites W2121229460 @default.
- W3083310462 cites W2126316555 @default.
- W3083310462 cites W2140365369 @default.
- W3083310462 cites W2602425879 @default.
- W3083310462 cites W2758442112 @default.
- W3083310462 cites W2766774971 @default.
- W3083310462 cites W2885197788 @default.
- W3083310462 cites W2902955471 @default.
- W3083310462 cites W2962781071 @default.
- W3083310462 cites W2963186323 @default.
- W3083310462 cites W2963664735 @default.
- W3083310462 cites W2963965884 @default.
- W3083310462 cites W2975253744 @default.
- W3083310462 cites W2975413820 @default.
- W3083310462 cites W2977208624 @default.
- W3083310462 doi "https://doi.org/10.1109/cec48606.2020.9185512" @default.
- W3083310462 hasPublicationYear "2020" @default.
- W3083310462 type Work @default.
- W3083310462 sameAs 3083310462 @default.
- W3083310462 citedByCount "3" @default.
- W3083310462 countsByYear W30833104622021 @default.
- W3083310462 countsByYear W30833104622022 @default.
- W3083310462 crossrefType "proceedings-article" @default.
- W3083310462 hasAuthorship W3083310462A5042402616 @default.
- W3083310462 hasAuthorship W3083310462A5062380176 @default.
- W3083310462 hasBestOaLocation W30833104622 @default.
- W3083310462 hasConcept C105795698 @default.
- W3083310462 hasConcept C111472728 @default.
- W3083310462 hasConcept C113174947 @default.
- W3083310462 hasConcept C119857082 @default.
- W3083310462 hasConcept C134306372 @default.
- W3083310462 hasConcept C138885662 @default.
- W3083310462 hasConcept C144237770 @default.
- W3083310462 hasConcept C145071142 @default.
- W3083310462 hasConcept C154945302 @default.
- W3083310462 hasConcept C177142836 @default.
- W3083310462 hasConcept C19499675 @default.
- W3083310462 hasConcept C2780586882 @default.
- W3083310462 hasConcept C33923547 @default.
- W3083310462 hasConcept C36503486 @default.
- W3083310462 hasConcept C38652104 @default.
- W3083310462 hasConcept C41008148 @default.
- W3083310462 hasConcept C41065033 @default.
- W3083310462 hasConcept C46149586 @default.
- W3083310462 hasConceptScore W3083310462C105795698 @default.
- W3083310462 hasConceptScore W3083310462C111472728 @default.
- W3083310462 hasConceptScore W3083310462C113174947 @default.
- W3083310462 hasConceptScore W3083310462C119857082 @default.
- W3083310462 hasConceptScore W3083310462C134306372 @default.
- W3083310462 hasConceptScore W3083310462C138885662 @default.
- W3083310462 hasConceptScore W3083310462C144237770 @default.
- W3083310462 hasConceptScore W3083310462C145071142 @default.
- W3083310462 hasConceptScore W3083310462C154945302 @default.
- W3083310462 hasConceptScore W3083310462C177142836 @default.
- W3083310462 hasConceptScore W3083310462C19499675 @default.
- W3083310462 hasConceptScore W3083310462C2780586882 @default.
- W3083310462 hasConceptScore W3083310462C33923547 @default.
- W3083310462 hasConceptScore W3083310462C36503486 @default.
- W3083310462 hasConceptScore W3083310462C38652104 @default.
- W3083310462 hasConceptScore W3083310462C41008148 @default.
- W3083310462 hasConceptScore W3083310462C41065033 @default.
- W3083310462 hasConceptScore W3083310462C46149586 @default.
- W3083310462 hasLocation W30833104621 @default.
- W3083310462 hasLocation W30833104622 @default.
- W3083310462 hasOpenAccess W3083310462 @default.
- W3083310462 hasPrimaryLocation W30833104621 @default.
- W3083310462 hasRelatedWork W1494233714 @default.
- W3083310462 hasRelatedWork W2022987059 @default.
- W3083310462 hasRelatedWork W2395955682 @default.
- W3083310462 hasRelatedWork W3034364372 @default.
- W3083310462 hasRelatedWork W3083310462 @default.
- W3083310462 hasRelatedWork W3171665292 @default.
- W3083310462 hasRelatedWork W4230995440 @default.
- W3083310462 hasRelatedWork W4281843887 @default.
- W3083310462 hasRelatedWork W4286683620 @default.
- W3083310462 hasRelatedWork W4294048575 @default.
- W3083310462 isParatext "false" @default.
- W3083310462 isRetracted "false" @default.
- W3083310462 magId "3083310462" @default.
- W3083310462 workType "article" @default.