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πŸ“–Deep Reinforcement Learning in Unity
πŸ–‹Abhilash Majumder | 2021

Π­Ρ‚Π° ΠΊΠ½ΠΈΠ³Π° начинаСтся с ввСдСния Π² Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΡ‹ обучСния с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ, основанныС Π½Π° состоянии, с использованиСм марковских ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ, ΡƒΡ€Π°Π²Π½Π΅Π½ΠΈΠΉ Π‘Π΅Π»Π»ΠΌΠ°Π½Π° ΠΈ написания ΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΡΠΊΠΎΠ³ΠΎ ΠΊΠΎΠ΄Π° Π½Π° C# с Ρ†Π΅Π»ΡŒΡŽ противопоставлСния Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ, основанных Π½Π° цСнности, ΠΈ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ, основанных Π½Π° ΠΏΠΎΠ»ΠΈΡ‚ΠΈΠΊΠ΅, Π² ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠΈ с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ. Π—Π°Ρ‚Π΅ΠΌ Π²Ρ‹ ΠΏΠ΅Ρ€Π΅ΠΉΠ΄Π΅Ρ‚Π΅ ΠΊ сСткам поиска ΠΏΡƒΡ‚Π΅ΠΉ ΠΈ Π½Π°Π²ΠΈΠ³Π°Ρ†ΠΈΠΈ Π² Unity, настройкС инструмСнтария ML Agents (Π²ΠΊΠ»ΡŽΡ‡Π°Ρ инструкции ΠΏΠΎ установкС ΠΈ настройкС Π°Π³Π΅Π½Ρ‚ΠΎΠ² ML ΠΈΠ· рСпозитория GitHub) ΠΈ установкС Ρ„ΡƒΠ½Π΄Π°ΠΌΠ΅Π½Ρ‚Π°Π»ΡŒΠ½Ρ‹Ρ… Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊ ΠΈ Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊΠΎΠ² машинного обучСния (Ρ‚Π°ΠΊΠΈΡ… ΠΊΠ°ΠΊ Tensorflow).

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πŸ“–Deep Reinforcement Learning in Unity
πŸ–‹Abhilash Majumder | 2021

Π­Ρ‚Π° ΠΊΠ½ΠΈΠ³Π° начинаСтся с ввСдСния Π² Π°Π»Π³ΠΎΡ€ΠΈΡ‚ΠΌΡ‹ обучСния с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ, основанныС Π½Π° состоянии, с использованиСм марковских ΠΌΠΎΠ΄Π΅Π»Π΅ΠΉ, ΡƒΡ€Π°Π²Π½Π΅Π½ΠΈΠΉ Π‘Π΅Π»Π»ΠΌΠ°Π½Π° ΠΈ написания ΠΏΠΎΠ»ΡŒΠ·ΠΎΠ²Π°Ρ‚Π΅Π»ΡŒΡΠΊΠΎΠ³ΠΎ ΠΊΠΎΠ΄Π° Π½Π° C# с Ρ†Π΅Π»ΡŒΡŽ противопоставлСния Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ, основанных Π½Π° цСнности, ΠΈ Ρ„ΡƒΠ½ΠΊΡ†ΠΈΠΉ, основанных Π½Π° ΠΏΠΎΠ»ΠΈΡ‚ΠΈΠΊΠ΅, Π² ΠΎΠ±ΡƒΡ‡Π΅Π½ΠΈΠΈ с ΠΏΠΎΠ΄ΠΊΡ€Π΅ΠΏΠ»Π΅Π½ΠΈΠ΅ΠΌ. Π—Π°Ρ‚Π΅ΠΌ Π²Ρ‹ ΠΏΠ΅Ρ€Π΅ΠΉΠ΄Π΅Ρ‚Π΅ ΠΊ сСткам поиска ΠΏΡƒΡ‚Π΅ΠΉ ΠΈ Π½Π°Π²ΠΈΠ³Π°Ρ†ΠΈΠΈ Π² Unity, настройкС инструмСнтария ML Agents (Π²ΠΊΠ»ΡŽΡ‡Π°Ρ инструкции ΠΏΠΎ установкС ΠΈ настройкС Π°Π³Π΅Π½Ρ‚ΠΎΠ² ML ΠΈΠ· рСпозитория GitHub) ΠΈ установкС Ρ„ΡƒΠ½Π΄Π°ΠΌΠ΅Π½Ρ‚Π°Π»ΡŒΠ½Ρ‹Ρ… Π±ΠΈΠ±Π»ΠΈΠΎΡ‚Π΅ΠΊ ΠΈ Ρ„Ρ€Π΅ΠΉΠΌΠ²ΠΎΡ€ΠΊΠΎΠ² машинного обучСния (Ρ‚Π°ΠΊΠΈΡ… ΠΊΠ°ΠΊ Tensorflow).

πŸ’Ύ Π‘ΠΊΠ°Ρ‡Π°Ρ‚ΡŒ ΠΊΠ½ΠΈΠ³Ρƒ

Clean Code | #ΠΊΠ½ΠΈΠ³ΠΈ #Unity

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