Table of Content

1. Executive Summary

2. Introduction

3. Taxonomy of Reinforcement Learning Algorithms
3.1. Model-based and Model-free Methods
3.2. Imitation Learning
3.3. Artificial General Intelligence (AGI)

4. Reinforcement Learning Successes in Complex Gaming Environments

5. How Reinforcement Learning Benefits Different Industries

6. How Reinforcement Learning is Transforming the Present Scenario

7. Startup Ecosystem
7.1. Detailed Analysis of Prominent Startups
7.1.1. Osaro
7.1.2. OpenAI
7.1.3. Acutronic Robotics
7.1.4. Wayve
7.1.5. Kindred
7.1.6. Prowler.io
7.1.7. Cerebri AI
7.1.8. Micropsi Industries
7.1.9. CogitAI
7.1.10. InstaDeep
7.2. Other Startups that are Leveraging Reinforcement Learning Across Industries

8. Netscribes Insights and Recommendations

9. Acronyms

10. References