2 [1151] 2026-09-15 Part 2 Agentic AI Innovative Applications

Agentic AI Innovative Applications (MBA, IM, NTPU) (Fall 2026) (MBA, IM, NTPU) (Global MBA in Finance) (The Master Program in Smart Healthcare Management; SHM) (English-Taught Master's Program in Business Administration) (Bachelor's Program in Financial Technology and Quantitative Finance) (Bachelor's Micro Program in Business Artificial Intelligence) (3 Credits, Elective) (M5276) (1151) [EMI] [Full English Course] (2026.09 - 2026.12) (Tue, 2, 3, 4, 9:10-12:00)(B3F17) [Agentic AI Innovative Applications] In-Person Instruction and Distance Learning. Google Meet: https://meet.google.com/paj-zhhj-mya Time: 9:10-12:00, Tuesday (September 8, 2026 - December 22, 2026) Week Date Subject/Topics 1 2026/09/08 Introduction to Agentic AI Innovative Applications [ppt] [pdf] 2 2026/09/15 Advanced LLM Reasoning Mechanisms & Prompt Engineering 3 2026/09/22 Agentic AI Memory System Design & Context Engineering: RAG, Knowledge Architecture, Semantic Chunking, Metadata, Agent Skills & Context Optimization 4 2026/09/29 Case Study on Agentic AI Innovative Applications I 5 2026/10/06 Tool Use, Function Calling & Agent–Environment Interfaces: MCP, Tool Design, Permissions & Secure Execution 6 2026/10/13 NVIDIA Building Agentic AI Applications with LLMs (Part I) 7 2026/10/20 NVIDIA Building Agentic AI Applications with LLMs (Part II) 8 2026/10/27 Midterm Project Report 9 2026/11/03 NVIDIA Building Agentic AI Applications with LLMs (Part III) 10 2026/11/10 Multi-Agent System Architecture Design with Planning & Reasoning Engines: ReAct, Search, MCTS, Self-Reflection and Adaptive Planning 11 2026/11/17 Industry Practices of Agentic AI Innovative Applications 12 2026/11/24 Case Study on Agentic AI Innovative Applications II 13 2026/12/01 Multi-Agent Collaboration & Interoperability: Role Division, Communication Protocols, Agent-to-Agent Delegation and Orchestration 14 2026/12/08 Agent Harness and Loop Engineering for Durable Workflow Automation: LangGraph, State Machines, Checkpointing, Context Compaction, Verification, Human-in-the-Loop, and Failure Recovery 15 2026/12/15 Final Project Report I 16 2026/12/22 Final Project Report II