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Reinforcement learning is the next 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. In contrast, other machine learning, AI techniques like supervised learning and unsupervised learning are limited to handling one task at a given time. With the advent of Artificial General Intelligence (AGI), reinforcement learning becomes important in addressing other challenges like multi-tasking of intelligent applications across different ecosystems. The technology appears set to drive the adoption of AGI technologies, with companies futureproofing their AGI roadmaps by leveraging reinforcement learning techniques. This report provides an analysis of the startups focused on reinforcement learning techniques across industries. Startup Ecosystem We describe the importance of agent-based learning methods and the core concepts related to reinforcement learning. The section includes a comparison of machine learning techniques, and an overview of topics like imitation learning, AGI, and model-based and model-free reinforcement learning algorithms. Further, we outline how reinforcement learning techniques can help address the current challenges of various industries in developing next-generation solutions. The report includes an analysis of startups leveraging reinforcement learning algorithms in key sectors like automotive, retail, industrial, financial services, robotics, healthcare, IoT, food industry, and several others. We cover 39 startups, out of which some prominent startups like Osaro, Kindred, Micropsi Industries, Wayve, Cerebri AI, and OpenAI have been reported in detail. Request a Free Sample Copy of Reinforcement Learning Market Report @ https://www.radiantinsights.com/research/reinforcement-learning-startup-ecosystem-analysis/request-sample Analysis of these startups has been undertaken basis their technologies, offerings, patenting activities, and future outlooks. Additionally, an overview of other startups including Latent Logic, NeuDax, Nnaisense PerimeterX, Deeplite, and Context Scout, which are leveraging reinforcement learning algorithms, has been covered in the ambit of the report. Startups covered in the report 1. Osaro 2. OpenAI 3. Acutronic Robotics 4. Wayve 5. Kindred 6. Prowler.io 7. Cerebri AI 8. Micropsi Industries 9. CogitAI 10. InstaDeep 11. Latent Logic 12. NeuDax 13. Ascent Robotics 14. Context Scout 15. Wasteless 16. Insilico Medicine 17. ProteinQure 18. Evo.Do 19. Remi 20. Optimal 21. AiGent-Tech 22. Learnable AI 23. HiHedge 24. Covariant.AI 25. AIdentify 26. Nnaisense 27. PerimeterX 28. Incelligent 29. Cogent Labs 30. Pricemoov 31. Dataone 32. Intelligent Layer 33. Kinta AI 34. Omina Technologies 35. Deeplite 36. Free Machines 37. Dorabot 38. Applied Brain Research 39. Neurocat Download Full Research Report on “Reinforcement Learning Market” @ https://www.radiantinsights.com/research/reinforcement-learning-startup-ecosystem-analysis Key insights: - Reinforcement learning is a prime technology for the of future self-learning, self-optimizing and other self-driving abilities needed in autonomous applications across industries. - Automotive, retail, ecommerce, and robotics is crowded with startups developing reinforcement learning techniques. - Reinforcement learning can address the requirements related to dynamic decision-making in autonomous vehicles targeting level 5 autonomy. - Other sectors exploring reinforcement learning are healthcare, financial services, food industry, manufacturing, education and telecom. - Startups that are offering reinforcement learning techniques in robotic solutions are focusing on robots as a service business model. Key questions addressed: - What are the advantages offered by reinforcement learning algorithms in comparison with the other machine learning models? - What are the basic concepts in reinforcement learning? - How can reinforcement learning address the technical requirements of different sectors and emerging applications? - What is nature and size of the startup ecosystem for reinforcement learning and how is it changing the landscape of traditional artificial intelligence? - What are the target industries and application areas for the new companies? - What are the technologies, future roadmap, partnership activities, limitations, and offerings of the reinforcement learning- focused startups across industries? - What are the potential collaboration opportunities for different industry segments to leverage reinforcement learning solutions for their businesses?
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Based on application segment insights:
The growing popularity of Latin America Connected Retail Solutions Market as a supply chain partner is driven by the region's close proximity to North America, which has liberal trade policies and attractive labor costs. Businesses in Latin America are adopting leading-edge supply chain practices for collaboration with different global partners to compete in the international markets. This will drive profitability of the market. The supply chain management (SCM) segment will drive a high CAGR (32.7%) during the forecast period. Close on its heels will be the Business Analytics/Business Intelligence segment, anticipated to expand at a CAGR of 17.8%. The Latin America connected retail solutions market is expected to expand at a CAGR of 19.8% during the 2018-2023 period, owing to the rapid adoption of the Internet of Things (IoT), and shift towards omnichannel retailing. Based on country insights: In 2018, Brazil represented the largest market share, accounting for 51% of Latin America's connected retail solutions market revenue. Increasing penetration of Internet subscribers in Brazil is further strengthening the potential of connected retail solutions. Brazil is also the first country in the region to use digital wallets. However, Mexico is anticipated to expand at the highest CAGR during the forecast period owing to its leadership position in mobile retailing. Companies covered: • Verizon Communications • Microsoft • IBM • Intel • Cisco Systems Request a Free Sample Copy of Connected Retail Solutions Market Report @ https://www.radiantinsights.com/research/latin-america-connected-retail-solutions-market-2018-2023/request-sample Table of Contents Chapter 1. Executive Summary 1.1. Market scope and segmentation 1.2. Key questions answered in this study 1.3. Executive summary Chapter 2: Latin America Connected Retail Solutions Market - Overview 2.1. Market definitions 2.2. Market overview - Latin America market revenue (USD Bn) - Forecasted Latin America market revenue (USD Bn) - Country-wise market revenue (USD Bn) 2.3. Market trends 2.4. Drivers and challenges Chapter 3: Latin America Connected Retail Solutions Market - Based on Applications 3.1. Supply Chain Management - Market overview - Forecasted market segment revenue (USD Bn) 3.2. Customer Relationship Management - Market overview - Forecasted market segment revenue (USD Bn) 3.3. Business Analytics/Business Intelligence - Market overview - Forecasted market segment revenue (USD Bn) 3.4. Other applications - Market overview - Forecasted market segment revenue (USD Bn) For further inquiries, about - Global Connected Retail Solutions Industry Analysis, Size, Growth, Trends and Forecast 2018 - 2023, click on this link – https://www.radiantinsights.com/research/latin-america-connected-retail-solutions-market-2018-2023 Chapter 4: Brazil Connected Retail Solutions Market 4.1. Overview - Revenue (USD Bn) - Forecasted market revenue (USD Bn) 4.2. Trends 4.3. Drivers and challenges Chapter 5: Mexico Connected Retail Solutions Market 5.1. Overview - Revenue (USD Bn) - Forecasted market revenue (USD Bn) 5.2. Trends 5.3. Drivers and challenges Chapter 6: Rest of LATAM Connected Retail Solutions Market 6.1. Overview - Revenue (USD Bn) - Forecasted market revenue (USD Bn) 6.2. Trends 6.3. Drivers and challenges Chapter 7: Competitive Landscape 7.1. Verizon Communications* - Company snapshot - Products - Strategic initiatives - Countries present - Key people 7.2. Microsoft 7.3. IBM 7.4. Intel 7.5. Cisco Systems To read more reports of this category, Visit our blog: http://technologymediamarketresearchreports.blogspot.com About Radiant Insights, Inc Radiant Insights is a market research and consulting company offering syndicated research studies, customized reports, and consulting services. Our market research studies are designed to facilitate strategic decision making, on the basis of extensive and in-depth quantitative information, supported by extensive analysis and industry insights. Using a patented and robust research methodology, we publish exhaustive research reports covering a host of industries such as Technology, Chemicals, Materials, and Energy. Radiant Insights has a strong base of analysts, consultants and domain experts, with global experience helping us deliver excellence in all research projects we undertake. |
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