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Knowledge Based Systems and Multi-agent Environments - Coggle Diagram
Knowledge Based Systems and Multi-agent Environments
Multi-agent Environments
Characteristics
Autonomy
Local views
Decentralization
Interaction
Dynamic
Uncertainty
Heterogeneity
Reinforcement learning
Machine learning with rewards and punishments
Maximizing Cumulative Reward
Feedback and Adjustment
Optimal Decision-making
Exploration and Experimentation
Strategy Refinement
Knowledge Based Systems
Types
Blackboard systems
Case-based systems
Classification systems
Eligibility analysis systems
Expert systems
Intelligent tutoring systems
Medical diagnosis systems
Rule-based systems
Uses
Complex Problem Solving
Clinical Decision Support Systems (Healthcare)
Avalanche Path Analysis
Industrial Equipment Fault Diagnosis
Cash Management
Mycin Expert System
Microsoft SharePoint Online Services
Advantages
Data Analysis and Classification
Knowledge Creation and Review
Improved Decision-making Processes
Aid in Expert Decision-making
Handling Large Amounts of Data
Efficient Documentation
Challenges
Data Quality and Accuracy
Maintenance and Updates
User Training and Understanding
Decision-making with Abstract Data
Potential Anomalies
Architecture
Interface
User interaction with the system
Inference Engine
Decision support and insights.
Knowledge Bass
Expert knowledge as rules