Работа студента

1. LEARNING AGENTS

2. Learning agents

Description of learning agent

Structure of learning agent

Application scope

3. Description of learning agents

4. Learning agents

Сan adapt to the environment

Chooses action upon on precepts history

Imporves performance by time

5. Structure of learning agent

6. Structure of learning agent

Performance standard (cost function)

Learning element

Problem generator

Performance element

7. Structure of learning agent
Performance standard
Sensors
Critic
Learning element Performance
element
Problem generator Actuators

8. Application scope

9. Tasks

Сlustering

Classification

Prediction

etc

10. Application scope

Search Engines (like google)

Computer Vision

Self-driving car

Recognition of gestures

11. Learning agents

Improve performance by time

Simple structure

Solve many problems in AI

12. LEARNING AGENTS