세계의 자기 학습형 AI와 강화 학습 시장(2025-2029년)

The self-learning AI and reinforcement learning market is forecasted to grow by USD 61,222.7 mn during 2024-2029, accelerating at a CAGR of 45.3% during the forecast period. The report on the self-learning AI and reinforcement learning market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by escalating demand for automation and optimization across industries, surging need for personalized customer experiences, and advancements in AI and rise of generative AI.

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's self-learning AI and reinforcement learning market is segmented as below:

By Deployment

• Cloud-based
• On-premises

By Technology

• Natural language processing (NLP)
• Computer vision
• Speech processing

By End-user

• Software development (IT)
• Healthcare
• BFSI
• Automotive and transportation
• Others

By Geographical Landscape

• North America
• APAC
• Europe
• Middle East and Africa
• South America

This study identifies the proliferation of autonomous systems as one of the prime reasons driving the self-learning AI and reinforcement learning market growth during the next few years. Also, ascendancy of generative AI and llm propelling reinforcement learning adoption and increasing industrial automation and rise of smart robotics as a core market catalyst will lead to sizable demand in the market.

The report on the self-learning AI and reinforcement learning market covers the following areas:

• Self-Learning AI And Reinforcement Learning Market sizing
• Self-Learning AI And Reinforcement Learning Market forecast
• Self-Learning AI And Reinforcement Learning Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading self-learning AI and reinforcement learning market vendors that include Alphabet Inc., Amazon Web Services Inc., Apple Inc., Baidu Inc., Databricks Inc., Dataiku Inc., DataRobot Inc., Huawei Technologies Co. Ltd., International Business Machines Corp., Meta Platforms Inc., Microsoft Corp., NVIDIA Corp., Qualcomm Inc., Samsung Electronics Co. Ltd., SAS Institute Inc., Tencent Holdings Ltd., Tesla Inc., and The MathWorks Inc.. Also, the self-learning AI and reinforcement learning market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

Table of Contents

1 Executive Summary

• 1.1 Market overview
  • Executive Summary - Chart on Market Overview
  • Executive Summary - Data Table on Market Overview
  • Executive Summary - Chart on Global Market Characteristics
  • Executive Summary - Chart on Market By Geographical Landscape
  • Executive Summary - Chart on Market Segmentation by Deployment
  • Executive Summary - Chart on Market Segmentation by Technology
  • Executive Summary - Chart on Market Segmentation by End-user
  • Executive Summary - Chart on Incremental Growth
  • Executive Summary - Data Table on Incremental Growth
  • Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

• 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
• 2.2 Criticality of inputs and Factors of differentiation
  • Overview on criticality of inputs and factors of differentiation
• 2.3 Factors of disruption
  • Overview on factors of disruption
• 2.4 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

• 3.1 Market ecosystem
  • Parent Market
  • Data Table on - Parent Market
• 3.2 Market characteristics
  • Market characteristics analysis
• 3.3 Value chain analysis
  • Value chain analysis

4 Market Sizing

• 4.1 Market definition
  • Offerings of companies included in the market definition
• 4.2 Market segment analysis
  • Market segments
• 4.3 Market size 2024
• 4.4 Market outlook: Forecast for 2024-2029
  • Chart on Global - Market size and forecast 2024-2029 ($ million)
  • Data Table on Global - Market size and forecast 2024-2029 ($ million)
  • Chart on Global Market: Year-over-year growth 2024-2029 (%)
  • Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

• 5.1 Global Self-Learning AI And Reinforcement Learning Market 2019 - 2023
  • Historic Market Size - Data Table on Global Self-Learning AI And Reinforcement Learning Market 2019 - 2023 ($ million)
• 5.2 Deployment segment analysis 2019 - 2023
  • Historic Market Size - Deployment Segment 2019 - 2023 ($ million)
• 5.3 Technology segment analysis 2019 - 2023
  • Historic Market Size - Technology Segment 2019 - 2023 ($ million)
• 5.4 End-user segment analysis 2019 - 2023
  • Historic Market Size - End-user Segment 2019 - 2023 ($ million)
• 5.5 Geography segment analysis 2019 - 2023
  • Historic Market Size - Geography Segment 2019 - 2023 ($ million)
• 5.6 Country segment analysis 2019 - 2023
  • Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Five Forces Analysis

• 6.1 Five forces summary
  • Five forces analysis - Comparison between 2024 and 2029
• 6.2 Bargaining power of buyers
  • Bargaining power of buyers - Impact of key factors 2024 and 2029
• 6.3 Bargaining power of suppliers
  • Bargaining power of suppliers - Impact of key factors in 2024 and 2029
• 6.4 Threat of new entrants
  • Threat of new entrants - Impact of key factors in 2024 and 2029
• 6.5 Threat of substitutes
  • Threat of substitutes - Impact of key factors in 2024 and 2029
• 6.6 Threat of rivalry
  • Threat of rivalry - Impact of key factors in 2024 and 2029
• 6.7 Market condition
  • Chart on Market condition - Five forces 2024 and 2029

7 Market Segmentation by Deployment

• 7.1 Market segments
  • Chart on Deployment - Market share 2024-2029 (%)
  • Data Table on Deployment - Market share 2024-2029 (%)
• 7.2 Comparison by Deployment
  • Chart on Comparison by Deployment
  • Data Table on Comparison by Deployment
• 7.3 Cloud-based - Market size and forecast 2024-2029
  • Chart on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Data Table on Cloud-based - Market size and forecast 2024-2029 ($ million)
  • Chart on Cloud-based - Year-over-year growth 2024-2029 (%)
  • Data Table on Cloud-based - Year-over-year growth 2024-2029 (%)
• 7.4 On-premises - Market size and forecast 2024-2029
  • Chart on On-premises - Market size and forecast 2024-2029 ($ million)
  • Data Table on On-premises - Market size and forecast 2024-2029 ($ million)
  • Chart on On-premises - Year-over-year growth 2024-2029 (%)
  • Data Table on On-premises - Year-over-year growth 2024-2029 (%)
• 7.5 Market opportunity by Deployment
  • Market opportunity by Deployment ($ million)
  • Data Table on Market opportunity by Deployment ($ million)

8 Market Segmentation by Technology

• 8.1 Market segments
  • Chart on Technology - Market share 2024-2029 (%)
  • Data Table on Technology - Market share 2024-2029 (%)
• 8.2 Comparison by Technology
  • Chart on Comparison by Technology
  • Data Table on Comparison by Technology
• 8.3 Natural language processing (NLP) - Market size and forecast 2024-2029
  • Chart on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Data Table on Natural language processing (NLP) - Market size and forecast 2024-2029 ($ million)
  • Chart on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
  • Data Table on Natural language processing (NLP) - Year-over-year growth 2024-2029 (%)
• 8.4 Computer vision - Market size and forecast 2024-2029
  • Chart on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Data Table on Computer vision - Market size and forecast 2024-2029 ($ million)
  • Chart on Computer vision - Year-over-year growth 2024-2029 (%)
  • Data Table on Computer vision - Year-over-year growth 2024-2029 (%)
• 8.5 Speech processing - Market size and forecast 2024-2029
  • Chart on Speech processing - Market size and forecast 2024-2029 ($ million)
  • Data Table on Speech processing - Market size and forecast 2024-2029 ($ million)
  • Chart on Speech processing - Year-over-year growth 2024-2029 (%)
  • Data Table on Speech processing - Year-over-year growth 2024-2029 (%)
• 8.6 Market opportunity by Technology
  • Market opportunity by Technology ($ million)
  • Data Table on Market opportunity by Technology ($ million)

9 Market Segmentation by End-user

• 9.1 Market segments
  • Chart on End-user - Market share 2024-2029 (%)
  • Data Table on End-user - Market share 2024-2029 (%)
• 9.2 Comparison by End-user
  • Chart on Comparison by End-user
  • Data Table on Comparison by End-user
• 9.3 Software development (IT) - Market size and forecast 2024-2029
  • Chart on Software development (IT) - Market size and forecast 2024-2029 ($ million)
  • Data Table on Software development (IT) - Market size and forecast 2024-2029 ($ million)
  • Chart on Software development (IT) - Year-over-year growth 2024-2029 (%)
  • Data Table on Software development (IT) - Year-over-year growth 2024-2029 (%)
• 9.4 Healthcare - Market size and forecast 2024-2029
  • Chart on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Data Table on Healthcare - Market size and forecast 2024-2029 ($ million)
  • Chart on Healthcare - Year-over-year growth 2024-2029 (%)
  • Data Table on Healthcare - Year-over-year growth 2024-2029 (%)
• 9.5 BFSI - Market size and forecast 2024-2029
  • Chart on BFSI - Market size and forecast 2024-2029 ($ million)
  • Data Table on BFSI - Market size and forecast 2024-2029 ($ million)
  • Chart on BFSI - Year-over-year growth 2024-2029 (%)
  • Data Table on BFSI - Year-over-year growth 2024-2029 (%)
• 9.6 Automotive and transportation - Market size and forecast 2024-2029
  • Chart on Automotive and transportation - Market size and forecast 2024-2029 ($ million)
  • Data Table on Automotive and transportation - Market size and forecast 2024-2029 ($ million)
  • Chart on Automotive and transportation - Year-over-year growth 2024-2029 (%)
  • Data Table on Automotive and transportation - Year-over-year growth 2024-2029 (%)
• 9.7 Others - Market size and forecast 2024-2029
  • Chart on Others - Market size and forecast 2024-2029 ($ million)
  • Data Table on Others - Market size and forecast 2024-2029 ($ million)
  • Chart on Others - Year-over-year growth 2024-2029 (%)
  • Data Table on Others - Year-over-year growth 2024-2029 (%)
• 9.8 Market opportunity by End-user
  • Market opportunity by End-user ($ million)
  • Data Table on Market opportunity by End-user ($ million)

10 Customer Landscape

• 10.1 Customer landscape overview
  • Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

11 Geographic Landscape

• 11.1 Geographic segmentation
  • Chart on Market share By Geographical Landscape 2024-2029 (%)
  • Data Table on Market share By Geographical Landscape 2024-2029 (%)
• 11.2 Geographic comparison
  • Chart on Geographic comparison
  • Data Table on Geographic comparison
• 11.3 North America - Market size and forecast 2024-2029
  • Chart on North America - Market size and forecast 2024-2029 ($ million)
  • Data Table on North America - Market size and forecast 2024-2029 ($ million)
  • Chart on North America - Year-over-year growth 2024-2029 (%)
  • Data Table on North America - Year-over-year growth 2024-2029 (%)
• 11.4 APAC - Market size and forecast 2024-2029
  • Chart on APAC - Market size and forecast 2024-2029 ($ million)
  • Data Table on APAC - Market size and forecast 2024-2029 ($ million)
  • Chart on APAC - Year-over-year growth 2024-2029 (%)
  • Data Table on APAC - Year-over-year growth 2024-2029 (%)
• 11.5 Europe - Market size and forecast 2024-2029
  • Chart on Europe - Market size and forecast 2024-2029 ($ million)
  • Data Table on Europe - Market size and forecast 2024-2029 ($ million)
  • Chart on Europe - Year-over-year growth 2024-2029 (%)
  • Data Table on Europe - Year-over-year growth 2024-2029 (%)
• 11.6 Middle East and Africa - Market size and forecast 2024-2029
  • Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
  • Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
  • Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
• 11.7 South America - Market size and forecast 2024-2029
  • Chart on South America - Market size and forecast 2024-2029 ($ million)
  • Data Table on South America - Market size and forecast 2024-2029 ($ million)
  • Chart on South America - Year-over-year growth 2024-2029 (%)
  • Data Table on South America - Year-over-year growth 2024-2029 (%)
• 11.8 US - Market size and forecast 2024-2029
  • Chart on US - Market size and forecast 2024-2029 ($ million)
  • Data Table on US - Market size and forecast 2024-2029 ($ million)
  • Chart on US - Year-over-year growth 2024-2029 (%)
  • Data Table on US - Year-over-year growth 2024-2029 (%)
• 11.9 China - Market size and forecast 2024-2029
  • Chart on China - Market size and forecast 2024-2029 ($ million)
  • Data Table on China - Market size and forecast 2024-2029 ($ million)
  • Chart on China - Year-over-year growth 2024-2029 (%)
  • Data Table on China - Year-over-year growth 2024-2029 (%)
• 11.10 Japan - Market size and forecast 2024-2029
  • Chart on Japan - Market size and forecast 2024-2029 ($ million)
  • Data Table on Japan - Market size and forecast 2024-2029 ($ million)
  • Chart on Japan - Year-over-year growth 2024-2029 (%)
  • Data Table on Japan - Year-over-year growth 2024-2029 (%)
• 11.11 Germany - Market size and forecast 2024-2029
  • Chart on Germany - Market size and forecast 2024-2029 ($ million)
  • Data Table on Germany - Market size and forecast 2024-2029 ($ million)
  • Chart on Germany - Year-over-year growth 2024-2029 (%)
  • Data Table on Germany - Year-over-year growth 2024-2029 (%)
• 11.12 India - Market size and forecast 2024-2029
  • Chart on India - Market size and forecast 2024-2029 ($ million)
  • Data Table on India - Market size and forecast 2024-2029 ($ million)
  • Chart on India - Year-over-year growth 2024-2029 (%)
  • Data Table on India - Year-over-year growth 2024-2029 (%)
• 11.13 UK - Market size and forecast 2024-2029
  • Chart on UK - Market size and forecast 2024-2029 ($ million)
  • Data Table on UK - Market size and forecast 2024-2029 ($ million)
  • Chart on UK - Year-over-year growth 2024-2029 (%)
  • Data Table on UK - Year-over-year growth 2024-2029 (%)
• 11.14 South Korea - Market size and forecast 2024-2029
  • Chart on South Korea - Market size and forecast 2024-2029 ($ million)
  • Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
  • Chart on South Korea - Year-over-year growth 2024-2029 (%)
  • Data Table on South Korea - Year-over-year growth 2024-2029 (%)
• 11.15 France - Market size and forecast 2024-2029
  • Chart on France - Market size and forecast 2024-2029 ($ million)
  • Data Table on France - Market size and forecast 2024-2029 ($ million)
  • Chart on France - Year-over-year growth 2024-2029 (%)
  • Data Table on France - Year-over-year growth 2024-2029 (%)
• 11.16 Canada - Market size and forecast 2024-2029
  • Chart on Canada - Market size and forecast 2024-2029 ($ million)
  • Data Table on Canada - Market size and forecast 2024-2029 ($ million)
  • Chart on Canada - Year-over-year growth 2024-2029 (%)
  • Data Table on Canada - Year-over-year growth 2024-2029 (%)
• 11.17 Australia - Market size and forecast 2024-2029
  • Chart on Australia - Market size and forecast 2024-2029 ($ million)
  • Data Table on Australia - Market size and forecast 2024-2029 ($ million)
  • Chart on Australia - Year-over-year growth 2024-2029 (%)
  • Data Table on Australia - Year-over-year growth 2024-2029 (%)
• 11.18 Market opportunity By Geographical Landscape
  • Market opportunity By Geographical Landscape ($ million)
  • Data Tables on Market opportunity By Geographical Landscape ($ million)

12 Drivers, Challenges, and Opportunity/Restraints

• 12.1 Market drivers
• 12.2 Market challenges
• 12.3 Impact of drivers and challenges
  • Impact of drivers and challenges in 2024 and 2029
• 12.4 Market opportunities/restraints

13 Competitive Landscape

• 13.1 Overview
• 13.2 Competitive Landscape
  • Overview on criticality of inputs and factors of differentiation
• 13.3 Landscape disruption
  • Overview on factors of disruption
• 13.4 Industry risks
  • Impact of key risks on business

14 Competitive Analysis

• 14.1 Companies profiled
  • Companies covered
• 14.2 Company ranking index
  • Company ranking index
• 14.3 Market positioning of companies
  • Matrix on companies position and classification
• 14.4 Alphabet Inc.
  • Alphabet Inc. - Overview
  • Alphabet Inc. - Business segments
  • Alphabet Inc. - Key offerings
  • Alphabet Inc. - Segment focus
  • SWOT
• 14.5 Amazon Web Services Inc.
  • Amazon Web Services Inc. - Overview
  • Amazon Web Services Inc. - Product / Service
  • Amazon Web Services Inc. - Key news
  • Amazon Web Services Inc. - Key offerings
  • SWOT
• 14.6 Apple Inc.
  • Apple Inc. - Overview
  • Apple Inc. - Business segments
  • Apple Inc. - Key news
  • Apple Inc. - Key offerings
  • Apple Inc. - Segment focus
  • SWOT
• 14.7 Baidu Inc.
  • Baidu Inc. - Overview
  • Baidu Inc. - Business segments
  • Baidu Inc. - Key offerings
  • Baidu Inc. - Segment focus
  • SWOT
• 14.8 Databricks Inc.
  • Databricks Inc. - Overview
  • Databricks Inc. - Product / Service
  • Databricks Inc. - Key offerings
  • SWOT
• 14.9 Dataiku Inc.
  • Dataiku Inc. - Overview
  • Dataiku Inc. - Product / Service
  • Dataiku Inc. - Key offerings
  • SWOT
• 14.10 DataRobot Inc.
  • DataRobot Inc. - Overview
  • DataRobot Inc. - Product / Service
  • DataRobot Inc. - Key offerings
  • SWOT
• 14.11 Huawei Technologies Co. Ltd.
  • Huawei Technologies Co. Ltd. - Overview
  • Huawei Technologies Co. Ltd. - Product / Service
  • Huawei Technologies Co. Ltd. - Key news
  • Huawei Technologies Co. Ltd. - Key offerings
  • SWOT
• 14.12 International Business Machines Corp.
  • International Business Machines Corp. - Overview
  • International Business Machines Corp. - Business segments
  • International Business Machines Corp. - Key news
  • International Business Machines Corp. - Key offerings
  • International Business Machines Corp. - Segment focus
  • SWOT
• 14.13 Meta Platforms Inc.
  • Meta Platforms Inc. - Overview
  • Meta Platforms Inc. - Business segments
  • Meta Platforms Inc. - Key offerings
  • Meta Platforms Inc. - Segment focus
  • SWOT
• 14.14 Microsoft Corp.
  • Microsoft Corp. - Overview
  • Microsoft Corp. - Business segments
  • Microsoft Corp. - Key news
  • Microsoft Corp. - Key offerings
  • Microsoft Corp. - Segment focus
  • SWOT
• 14.15 NVIDIA Corp.
  • NVIDIA Corp. - Overview
  • NVIDIA Corp. - Business segments
  • NVIDIA Corp. - Key news
  • NVIDIA Corp. - Key offerings
  • NVIDIA Corp. - Segment focus
  • SWOT
• 14.16 SAS Institute Inc.
  • SAS Institute Inc. - Overview
  • SAS Institute Inc. - Product / Service
  • SAS Institute Inc. - Key news
  • SAS Institute Inc. - Key offerings
  • SWOT
• 14.17 Tesla Inc.
  • Tesla Inc. - Overview
  • Tesla Inc. - Business segments
  • Tesla Inc. - Key news
  • Tesla Inc. - Key offerings
  • Tesla Inc. - Segment focus
  • SWOT
• 14.18 The MathWorks Inc.
  • The MathWorks Inc. - Overview
  • The MathWorks Inc. - Product / Service
  • The MathWorks Inc. - Key offerings
  • SWOT

15 Appendix

• 15.1 Scope of the report
• 15.2 Inclusions and exclusions checklist
  • Inclusions checklist
  • Exclusions checklist
• 15.3 Currency conversion rates for US$
  • Currency conversion rates for US$
• 15.4 Research methodology
  • Research methodology
• 15.5 Data procurement
  • Information sources
• 15.6 Data validation
  • Data validation
• 15.7 Validation techniques employed for market sizing
  • Validation techniques employed for market sizing
• 15.8 Data synthesis
  • Data synthesis
• 15.9 360 degree market analysis
  • 360 degree market analysis
• 15.10 List of abbreviations
  • List of abbreviations