Learning Introduction

LEARNING

LEARNING can be defined as a vehicle to promote

adaptation through experience.

What experiences do we have in life that promote adaptation?

Ways of Learning

•Classical Conditioning•Operant Conditioning•Cognitive Factors

Classical Conditioning

A simple form of learning in which one stimulus calls for the response that is usually called forth by another stimulus.

Important Components:• US – Unconditioned Stimulus: A stimulus that

causes an automatic response• UR – Unconditioned Response: The automatic

response to the US• CR – Conditioned Response: A learned

response to a stimulus that was previously neutral• CS – Conditioned Stimulus: The previously

neutral stimulus (NS) that became a learned stimulus

ACTIVITY

Operant Conditioning

People and animals learn to do certain things, and not others, because of the results of what they do (consequences of actions).

Reinforcement

The process by which a stimulus increases the chances that the preceding behavior will occur again.

Primary Secondary

Positive

Negative

Important Related Concepts:•Schedules of Reinforcement

• Interval•Ratio

•Shaping

Scenarios

Cognitive Factors

Observational Learning

Cognitive Factors

Observational Learning

Describe two instances in which you learned something through observation

Learning Introduction

Education

Learning by designing learning objects- Theoretical introduction

INTRODUCTION TO MACHINE LEARNING 19. Reinforcement Learning

Bizwiz Learning Introduction

Introduction Hebbian learning Generalised Hebbian learning algorithm Competitive learning

An Introduction to Machine Learning · Machine Learning Introduction Supervised Learning Generalized Linear Models Support Vector Machines Decision Trees Unsupervised Learning Manifold

Introduction to Machine Learning - udel.eduudel.edu/~amotong/teaching/machine learning...Introduction to Machine Learning Amo G. Tong 7 Deep Learning •What are deep learning methods?

Introduction to Learning

Introduction blended learning

Learning Through Serving An Introduction to Service-Learning

Machine Learning - Introduction

What is Learning? Machine Learning: Introduction and ...pages.cs.wisc.edu/~dyer/cs540/notes/08_learning-intro.pdfMachine Learning: Introduction and Unsupervised Learning ... •Learn

© Negnevitsky, Pearson Education, 2005 1 Introduction Introduction Hebbian learning Hebbian learning Generalised Hebbian learning algorithm Generalised

Learning Curves Introduction

5/16/2015Intelligent Systems and Soft Computing1 Introduction Introduction Hebbian learning Hebbian learning Generalised Hebbian learning algorithm Generalised

Dhruv Madeka Introduction Theoretical Machine Learning · (learning) through experience. Theoretical Machine Learning Dhruv Madeka Introduction What is Machine Learning? Some useful

Eagles learning introduction

Session 1 How People Learn: Introduction to Learning · PDF fileHow People Learn: Introduction to Learning Theory ... • Learning processes and teaching for learning ... learning

INFO 1998: Introduction to Machine LearningINFO 1998: Introduction to Machine Learning. Lecture 9: Clustering and Unsupervised Learning INFO 1998: Introduction to Machine Learning

Machine learning Introduction

Introduction Machine Learning