September 2019 | 76 pages
This report presents insights on Reinforcement Learning, the next step in AI technology
Analysis on Reinforcement Learning and its role in self-learning, self-optimizing, and other self-driving abilities needed in autonomous applications
Application of Reinforcement Learning in dynamic decision making in autonomous vehicles targeting Level-5 autonomy
Startups developing Reinforcement Learning techniques in the automotive, retail, ecommerce, and robotics sectors
Other sectors that are exploring Reinforcement Learning – healthcare, financial services, food industry, etc.
Startups offering Reinforcement Learning solutions for robotics-driven business models
Top organizations to have found mention in this report include Osaro, OpenAI, Acutronic Robotics, Wayve, Kindred, and Prowler.io, among others
Reinforcement Learning is the next big revolution in artificial intelligence (AI). As a feedback-driven and agent-based learning technology stack that is suitable for dynamic environments, Reinforcement Learning methodologies leverage self-learning capabilities and multi-agent potential to address issues that are unaddressed by other AI techniques.
With the advent of Artificial General Intelligence (AGI), Reinforcement Learning becomes important in addressing other challenges like multitasking of intelligent applications across different ecosystems. The technology appears set to drive the adoption of AGI technologies, with companies forging their AGI roadmaps by leveraging Reinforcement Learning techniques.
This report provides an analysis of the startups using Reinforcement Learning. It also includes an analysis of startups leveraging Reinforcement Learning algorithms in key sectors such as automotive, retail, financial services, robotics, healthcare, IoT, food processing, and several others.
1. Executive Summary
3. Taxonomy of Reinforcement Learning Algorithms
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
8. Netscribes Insights and Recommendations