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SIAI Lecture Notes
Reinforcement Learning

Updated on May 8, 2024

SIAI Lecture Notes

Math & Stat for MBA I
Math & Stat for MBA II
Data-based Decision Making
Scientific Programming
Machine Learning
Deep Learning
Reinforcement Learning
Data Visualization
Data Management
AI in Digital Marketing
AI Business Cases
Law and AI
AI in Corporate Finance
AI in Asset Management
Regression Analysis I
Regression Analysis II
Regression Analysis III
Bayesian Statistics I
Bayesian Statistics II
Panel Data Analysis
Game Theory
Games with Incomplete Information
Social Network Analysis
Probabilistic Graphical Models
Information Theory
Advanced Deep Learning
Advanced Reinforcement Learning

Reinforcement Learning

Estimated reading: 0 minutes 281 views

Articles

Class 1. Introduction to intertemporal optimization
Class 2. Bellman equations
Class 3. Hamiltonian analysis
Class 4. First-order differential equations (FODE)
Class 5. Value-based optimization
Class 6. Policy-based optimization
Class 7. Large Language Model (LLM)
Class 8. Summary of Reinforcement Learning

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CONTENTS

Global Institute of Artificial Intelligence(GIAI) LLC. is an academic association with a group of scientifically trained researchers in the field of AI/Data Science. The institution runs multiple business lines including AI/Data Science consultancy, academic journals, graduate school level higher education, and business journals dedicated to technological advance.

The European headquarter is in Dublin, Ireland, with world-wide strongpoints in Europe, Americas, and Asia. Membership of the institution is open to academic groups, businesses in AI/Data Science, and individuals with dedicated research/business records.

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