LEADER 03270nam 22005775 450 001 9910647395403321 005 20251008163505.0 010 $a9781484289983 010 $a1484289986 024 7 $a10.1007/978-1-4842-8998-3 035 $a(MiAaPQ)EBC7187125 035 $a(Au-PeEL)EBL7187125 035 $a(CKB)26069047700041 035 $a(OCoLC)1367236376 035 $a(OCoLC-P)1367236376 035 $a(DE-He213)978-1-4842-8998-3 035 $a(CaSebORM)9781484289983 035 $a(PPN)267812132 035 $a(Perlego)4515926 035 $a(EXLCZ)9926069047700041 100 $a20230125d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aIntroduction to Unity ML-Agents $eUnderstand the Interplay of Neural Networks and Simulation Space Using the Unity ML-Agents Package /$fby Dylan Engelbrecht 205 $a1st ed. 2023. 210 1$aBerkeley, CA :$cApress :$cImprint: Apress,$d2023. 215 $a1 online resource (213 pages) 300 $aIncludes index. 311 08$aPrint version: Engelbrecht, Dylan Introduction to Unity ML-Agents Berkeley, CA : Apress L. P.,c2023 9781484289976 327 $aChapter 1: Introduction -- Chapter 2: History of AI and Where We Are Today -- Chapter 3: The Future of AI and Ethical Implications -- Chapter 4: Dopamine for Machines -- Chapter 5: ML-Agents Setup -- Chapter 6: Unity ML-Agents -- Chapter 7: Creating Your First AI in Unity -- Chapter 8: Solve a Challenge with AI.-Chapter 9: Next Steps. 330 $aDemystify the creation of efficient AI systems using the model-based reinforcement learning Unity ML-Agents - a powerful bridge between the world of Unity and Python. We will start with an introduction to the field of AI, then discuss the progression of AI and where we are today. We will follow this up with a discussion of moral and ethical considerations. You will then learn how to use the powerful machine learning tool and investigate different potential real-world use cases. We will examine how AI agents perceive the simulated world and how to use inputs, outputs, and rewards to train efficient and effective neural networks. Next, you'll learn how to use Unity ML-Agents and how to incorporate them into your game or product. This book will thoroughly introduce you to ML-Agents in Unity and how to use them in your next project. You will: Understand machine learning, its history, capabilities, and expected progression Gain a step-by-step guide to creating your first AI Work with challenges of varying difficulty, along with tips to reinforce concepts covered Master broad concepts within AI. 606 $aVideo games$xProgramming 606 $aArtificial intelligence 606 $aGame Development 606 $aArtificial Intelligence 615 0$aVideo games$xProgramming. 615 0$aArtificial intelligence. 615 14$aGame Development. 615 24$aArtificial Intelligence. 676 $a060 700 $aEngelbrecht$b Dylan$01081128 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910647395403321 996 $aIntroduction to Unity ML-Agents$93010146 997 $aUNINA