A component of AI systems that provides logical inference capabilities, allowing the system to draw conclusions, make decisions, and solve problems based on available knowledge and rules. Reasoning engines simulate human-like thought processes to process information and derive new insights.
• Enables AI systems to perform complex problem-solving beyond pattern recognition
• Provides transparent decision paths that can be audited and explained
• Integrates domain-specific knowledge and expertise into automated systems
• Supports consistent application of rules and policies across different scenarios
• Facilitates advanced applications like diagnosis, planning, and strategic decision-making
• Agentic AI
• AI Agent
• Decision-Making Agent
• Cognitive Architecture
• Machine Learning
• Modern Reasoning Engines in AI Applications
• Symbolic vs. Neural Reasoning Approaches
• Building Explainable AI with Reasoning Engines
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