基礎から学ぶ！UE4でC++を交えたAI開発、興味ないですか？

by Kutani Mio

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جૅ͔ΒֶͿʂ 6&Ͱ$Λަ͑ͨ"*։ൃɺ ڵຯͳ͍Ͱ͔͢ʁ .JP,VUBOJ !@NJP@ 73&OHJOFFS .BS

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ࣗݾ঺հ

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օ͞Μ͸"*ͷ։ൃ͸ ͲͷΑ͏ʹߦͳ͍ͬͯ·͔͢ʁ

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ήʔϜΩϟϥΫλʔ"*ͱ͸ʁ ਓؒͷΑ͏ͳ஌ੑΛ͔࣋ͭͷΑ͏ʹߦಈ͢Δ"* ʲඞཁཁૉʳ ɾ஌ೳͷϦΞϦςΟ ɾײ৘Λදݱ͢ΔͨΊͷԋٕ ʲΑΓϦΞϦςΟΛग़ͨ͢Ίͷཁૉʳ ɾ൓ࣹ ɾ܈Ε੍ޚ

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஌ೳͷϦΞϦςΟʁ ɹɹɹɹɹɹɹɹྫ͑͹ʜʜ w ఢ͕ۙ͘ʹ͍Δ࣌͸ؒ߹͍ΛऔͬͨΓ w ౗͢ఢͷ༏ઌॱҐΛܾΊͨΓ w ద੾ͳλΠϛϯάͰΞΠςϜ΍ٕΛ࢖༻ͨ͠Γ ɹɹɹɹϢʔβʔ͕ظ଴͢ΔߦಈΛ ɹɹɹɹ"*͕ੵΈॏͶΔඞཁ͕͋Δɻ

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ײ৘Λදݱ͢ΔͨΊͷԋٕʁ ɹɹɹɹɹɹɹɹྫ͑͹ʜʜ w ࢹઢ௥੻Ͱ؀ڥΛೝࣝ͠ ͍ͯΔΑ͏ʹݟͤͨΓ w ຯํ͕ࢮ๢࣌ʹ൵͠ΜͰݟͤͨΓ w ϓϨΠϠʔͱͷର࿩ΛߦΘͤͨΓ ɹɹɹ"*ͷϘΩϟϒϥϦʔΛॆ࣮ͤ͞ɺ ɹײ৘දݱͷ൐ͬͨߦಈΛ࣮ݱͤ͞Δ͜ͱͰ ɹɹήʔϜࣗମͷ੝Γ্͕Γ͕มԽ͢Δɻ

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൓ࣹʁ ɹɹɹɹɹɹɹɹྫ͑͹ʜʜ w ఢ͔Βͷ߈ܸΛᄉᅀʹආ͚ͨΓ w )1͕Ұఆͷׂ߹ҎԼʹͳͬͨΒճ෮ͨ͠Γ ɹɹɹਓؒͷΑ͏ͳ൓ࣹߦಈΛߦΘͤͯ ɹɹɹ"*ʹ஌ੑ͕͋ΔΑ͏ʹݟͤΔɻ

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܈Ε੍ޚʁ ɹɹɹɹɹɹɹɹྫ͑͹ʜʜ w /1$ಉ࢜ͷিಥΛආ͚ͨΓ w ΦϒδΣΫτΛճආ͠ ͯา͍ͨΓ ɹɹ͓ޓ͍ͷҐஔؔ܎͔Βࣗ਎ͷҐஔΛ ɹɹɹܾఆ͚ͮͯҠಈ͢Δ͜ͱͰ ɹʮ૬खΛೝࣝ͠ ͍ͯΔײ͡ʯΛԋग़͢Δɻ

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͡Ό͋"*ͷҙࢥܾఆ͸ ͲͷΑ͏ͳΞϧΰϦζϜΛ ࢖͑͹͍͍ͷ͔ʜʜʁ

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"*ͷҙࢥܾఆΞϧΰϦζϜ w ϧʔϧϕʔε w εςʔτϕʔε w ϏϔΠϏΞϕʔε w λεΫϕʔε w ΰʔϧϕʔε w ϢʔςϦςΟϕʔε w γϛϡϨʔγϣϯϕʔε

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εςʔτϕʔε"* ݱࡏͷঢ়ଶ΍ߦಈΛݩʹ͠ ͯɺ ઃఆ͞Εͯ͋ΔભҠ৚݅Λຬͨ͢͜ͱͰ ࣍ͷঢ়ଶPSߦಈʹҠΔɻ ੍ޚͷ੾Γସ͑͸ߴ଎͕ͩɺ֦ுੑ͸๡͍͠ɻ $ଆͰ&OVNΛ࢖༻͠ ͯ εςʔτ෦෼Λ࣮૷

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ϏϔΠϏΞϕʔε"* ΩϟϥΫλʔ͕औΕΔߦಈͷϨϕϧͰ ΩϟϥΫλʔͷ࣍ͷߦಈΛߟ͑Δࣄɻ ݱࡏήʔϜ"*Ͱ࠷΋޿͘࢖ΘΕ͍ͯΔɻ ϏϔΠϏΞπϦʔ΋͜ͷҰྫɻ 6&Ͱ͸ϏϔΠϏΞπϦʔͱ͍͏ػೳ͕ ༻ҙ͞Ε͍ͯΔʢޙड़ʣɻ

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6&Ͱ"*Λ࣮૷͢ΔͨΊͷ ศརػೳ

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6&Ͱͷ"*։ൃ w "*$POUSPMMFS w #FIBWJPS5SFF w ϒϥοΫϘʔυ w φϏήʔγϣϯϝογϡ w &24 w "*1FSDFQUJPO

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"*$POUSPMMFS "*ͷίΞͱͳΔػೳͰɺ "*ʹؔ͢Δࢦࣔܥ౷શൠΛ୲౰͢Δɻ ʮ$IBSBDUFSʯΫϥεʹ࣋ͨͤΔ͜ͱͰɺ ΩϟϥΫλʔͷ೴ʢ"*ʣͱ͠ ͯػೳ͢Δɻ ޙड़͢ΔϏϔΠϏΞπϦʔͷ ࣮ߦ։໋࢝ྩ΋ɺ"*$POUSPMMFS͔Βߦ͏ɻ

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#FIBWJPS5SFF ͦͷ໊ͷ௨ΓɺπϦʔߏ଄ͱͳͬͯΔɻ ߦಈࣗମͷ࣮૷͸ओʹࢬͷ຤୺ʹ͋Δϊʔυɻ ͦΕҎ֎ͷɺ຤୺ʹ͋Δϊʔυʹܨ͕͍ͬͯΔ தؒϊʔυ͸ɺجຊతʹ຤୺ϊʔυͷ࣮ߦॱ൪ ΛܾΊΔ໾ׂΛ୲͍ͬͯΔɻ

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ϒϥοΫϘʔυ "*ࣗ਎͕ऩूͨ͠Γ෼ੳͨ͠৘ใ܈Λɺ ϒϥοΫϘʔυʹهԱ͓ͤͯ͘͜͞ͱ͕Ͱ͖Δɻ ·ͨɺهԱͤͨ͞৘ใ͸ ؔ࿈͢ΔϏϔΠϏΞπϦʔશମͰ ڞ༗͢Δ͜ͱ͕Ͱ͖Δɻ

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φϏήʔγϣϯϝογϡ "*͕ʮา͚Δ৔ॴʯΛࣔͨ͠σʔλΛࢦ͢ɻ ͜Ε͸ύεݕࡧͱ͍͏ॲཧ΋ಉ࣌ʹߦ͍ɺ "*͕໨త஍ͱ͢Δ৔ॴ·Ͱͷ ࠷୹ڑ཭ΛऔΔ͜ͱ͕Ͱ͖·͢ɻ

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&24 &OWJSPONFOU2VFSZ4ZTUFN &24 ͸ɺ ʮϓϨΠϠʔͷ͕ۙ͘࠷దʯʮఢͷ޲͍ͯΔํ ޲ͱ͸ٯํ޲͕࠷దʯͱ͍ͬͨෳ਺ͷ৚݅ࣜΛ ༩͑ͯɺ࠷΋είΞ͕ߴ͍"DUPS΍Ґஔ৘ใ 7FDUPS ΛٻΊͯ͘ΕΔػೳɻ

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"*1FSDFQUJPO "*ʹࢹ֮΍ௌ֮ɺ௧֮౳ͷηϯαʔ܈Λ෇͚Δɻ ಛʹࢹ֮Ͱ͸ɺʮࢹ໺֎ʹλʔήοτ͕ग़ͯɺ ݟࣦͬͨʯʮࢹઢ͕Կ͔ͷΦϒδΣΫτʹΑͬ ͯ࠹͕Εͨʯͱ͍͏ʮݟࣦ͏ʯΠϕϯτ͕ औಘͰ͖ͨΓ΋͢Δɻ

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#FIBWJPS5SFFΛ ΋ͬͱৄ͘͠ʂ

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λεΫ 6&Ͱ͸πϦʔͷ຤୺ ༿෦෼ Ͱ͋Γɺ ߦಈΛ࢘Δϊʔυͷ͜ͱΛ ʮλεΫ 5BTL ʯͱݺͿɻ λεΫͷԼʹଞͷϊʔυྨ͸઀ଓෆՄɻ "*͕࣮ߦ͢ΔॲཧΛࡉ෼Խ͠ɺλεΫͱ͠ ͯఆٛ͢Δ͜ͱͰɺ࠶ར༻ੑ͕ߴ͘ͳΔɻ

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αʔϏε Ξλον͞Ε͍ͯΔίϯϙδοτϊʔυԼͷɺ ࢠϊʔυ͕࣮ߦ͞Ε͍ͯΔؒɺࢦఆͨ͠ඵຖ ʹαʔϏεϊʔυ಺ͷॲཧΛ࣮ߦ͢Δ͜ͱ͕ Ͱ͖Δʢྫ͑͹ඵ͝ͱ౳ʣɻ αʔϏεϊʔυ͸ओʹɺϒϥοΫϘʔυͷΩʔ ͕࣋ͭ஋Λॻ͖׵͑Δ࣌ͳͲʹ࢖༻͞ΕΔɻ

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σίϨʔλʔ ৚݅ࣜͱ͠ ͯ࢖༻Ͱ͖Δϊʔυɻ ϊʔυ಺෦Ͱهड़͠ ͍ͯΔॲཧ͕ฦ͢ USVFGBMTF൑ఆʹΑͬͯɺ ࢠϊʔυΛ࣮ߦ͢Δ͔Ͳ͏͔Λ൑அ͢Δɻ αʔϏεͱಉ͡Α͏ʹίϯϙδοτϊʔυ΍ λεΫϊʔυʹෳ਺Ξλον͢Δ͜ͱ͕Մೳɻ

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ίϯϙδοτ λεΫͷ࣮ߦॱ൪ΛܾΊΔதؒϊʔυɻ छྨͱ͠ ͯ͸ɺʮ4FRVFODFʯɺ ʮ4FMFDUPSʯɺʮ4JNQMF1BSBMMFMʯ ͕ଘࡏ͠ ͍ͯΔɻ IUUQIJTUPSJBDPKQ 'Q%

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ϧʔτ ͳ͓ɺશϊʔυͷҰ൪্ʹ͋Δࠜ͸ɺ ʮϧʔτ 3005 ʯͱݺ͹Ε͍ͯΔɻ ϧʔτ͸ϏϔΠϏΞπϦʔʹඞͣҰ͚ͭͩ ଘࡏ͠ ͓ͯΓɺ਌Λ࣋ͨͳ͍ɻ جຊతʹࠨ͔Βӈ΁ͱॲཧ͕ྲྀΕ͍͖ͯɺ ࠷ޙͷॲཧͷ࣌఺Ͱ࠶ͼ3005΁ͱ໭Δɻ

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ΤσΟλଆ͚ͩͰ૊ΜͰΈΔ

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ʲ6&ʳຯํ"*ͷ࡞Γํʂ"* ͱ͸Կ͔Λֶͼͳ͕Βɺϒϧʔ ϓϦϯτͰຯํΩϟϥΫλʔΛ ࣮૷͠Α͏ 2JJUBهࣄϦϯΫ

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͜ΕΒΛ$Ͱ ૊ΈཱͯΔϝϦοτͬͯ ԿͩΖ͏ʁ

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$Λ࢖༻͠ ͯͷ"*։ൃ w ύϑΥʔϚϯεͷ޲্ɻ w 6&༻ʹΧελϚΠζ͞Εͨ$͕࢖͑Δɻ w ΤϯδϯΫϥεΛܧঝ͠ɺ  $VTUPN൛Λ༰қʹ࡞੒Մೳɻ w #1͔Β$΁Ҡߦ͢Δ৔߹ʹίετ͕ͱͯ΋ ͔͔ΔɻͳΒɺ࠷ॳ͔Β$Ͱॻ͜͏ɻ w σόοά΋͠΍͘͢ͳΔɻ w ͦ͠ ͯ$͕ SZ

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ࠓճ͸$Ͱ #5ͷϊʔυ܈ͷ $VTUPNΫϥεΛ࡞੒ͨ͠৔߹ Ͳ͏ͳΔ͔Λ؆୯ʹ֬ೝ͠·͢ ɻ

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·ͣϓϩδΣΫτ࡞੒ ͜͜Ͱ͸$λϒΛબΜͰ 5IJSE1FSTPOΛબ୒

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৽ن௥ՃϘλϯΛ ԡԼ͠ ͯʜʜ

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$VTUPNΫϥε࡞੒ ࣗ෼༻ͷ $IBSBDUFSΫϥε ࡞੒ͷّ

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$VTUPNΫϥε࡞੒ ͜ͷΫϥεΛܧঝ͠ ͯ ΩϟϥΫλʔ#1Λ ࡞੒͠ ͓ͯ͘ͱ ΧελϚΠζ͠΍͍͢ʂ

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ಉखॱͰ "*$POUPSMMFS΋ $VTUPNΫϥεΛ࡞Γ·͢ɻ

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৽ن௥ՃϘλϯ͔Β"*ϏϔΠϏΞπϦʔΛ ͋Β͔͡Ί௥Ճ͠ ͯ༻ҙʂ

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6#FIBWJPS5SFFܕͷม਺Λ༻ҙ͠ ͓͍ͯͯ ηοτ͠ ͓͚ͯ͹3VO#FIBWJPS5SFF Ͱ ࣮ߦՄೳ

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ͳΔ΄Ͳɺ #5͸࣮ߦͰ͖ͦ͏ͩʜʜɻ

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Ͱ΋ɺී௨ͷλεΫ΍ɺ σίϨʔλʔɺαʔϏε͸ Ͳ͏΍ͬͯ࡞Ε͹͍͍Μʜʜʁ

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$VTUPNͷ5BTLΛ ࡞੒͢Δ৔߹ͷ਌Ϋϥε #MVFQSJOU#BTFΛ બ୒͠ ͯ͠·Θͳ͍Α͏ ஫ҙʂ

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ͳΔ΄Ͳɺ Ϋϥεͷ࡞Γํ͸Θ͔ͬͨɻ

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͑ʁ ࣮ࡍͲ͏࡞͍͚ͬͯ͹͍͍ͷʁ

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6&Ͱ͸طଘͰ .PWFܥͷλεΫ΍ αʔϏεɺσίϨʔλΫϥε͕ ༻ҙ͞Ε͍ͯΔʂ

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6&ͷϦϑΝϨϯεΛ ಡΈͳ͕ΒίʔυΛಡΜͰΈΔ

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ެࣜͷαϯϓϧ͕ ॆ࣮͠ ͍ͯΔʜʜʂ

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ΩϟϥΫλʔ"*

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$Ͱ ߏங͠ ͯΈ·ͤΜ͔ʁ

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͝੩ௌ ͋Γ͕ͱ͏͍͟͝·ͨ͠ɻ