5 out of 5
5
7410 reviews on Udemy

Os Desafios da Educação Inclusiva – 40hr

Este Curso tem por objetivo, explicitar os desafios na Educação Inclusiva, fomentando reflexões que contribuam para a construção das práticas pedagógicas inclusivas

Este Curso tem por objetivo, explicitar os desafios na Educação Inclusiva, fomentando reflexões que contribuam para a construção das práticas pedagógicas inclusivas

Curso na Modalidade 100% à Distância – EAD

  •  Educação Especial;
  • Os Paradigmas da Inclusão;
  • Aspectos Conceituais;
  • Aspectos Politicos Pedagógicos.

Avaliação realizada através de questionário avaliativo no Ambiente Virtual de Aprendizagem

Welcome to the course!

1
Why AI?
2
Course Structure
3
Installing Anaconda
4
BONUS: Meet Your Instructors
5
Updates on Udemy Reviews

---------- Part 0 - Fundamentals Of Reinforcement Learning ----------

1
Welcome to Part 0 - Fundamentals of Reinforcement Learning

Q-Learning Intuition

1
Plan of Attack
2
What is reinforcement learning?
3
The Bellman Equation
4
The "Plan"
5
Markov Decision Process
6
Policy vs Plan
7
Adding a "Living Penalty"
8
Q-Learning Intuition
9
Temporal Difference

Q-Learning Visualization

1
Q-Learning Visualization

---------- Part 1 - Deep Q-Learning ----------

1
Welcome to Part 1 - Deep Q-Learning

Deep Q-Learning Intuition

1
Plan of Attack
2
Deep Q-Learning Intuition - Learning
3
Deep Q-Learning Intuition - Acting
4
Experience Replay
5
Action Selection Policies

Deep Q-Learning Implementation

1
Plan of Attack
2
Where to get the Materials
3
Getting Started
4
Self Driving Car - Step 1
5
Self Driving Car - Step 2
6
Self Driving Car - Step 3
7
Self Driving Car - Step 4
8
Self Driving Car - Step 5
9
Self Driving Car - Step 6
10
Self Driving Car - Step 7
11
Self Driving Car - Step 8
12
Self Driving Car - Step 9
13
Self Driving Car - Step 10
14
Self Driving Car - Step 11
15
Self Driving Car - Step 12
16
Self Driving Car - Step 13
17
Self Driving Car - Step 14
18
Self Driving Car - Step 15
19
Self Driving Car - Step 16

Deep Q-Learning Visualization

1
Self Driving Car - Level 1
2
Self Driving Car - Level 2
3
Self Driving Car - Level 3
4
Self Driving Car - Level 4
5
Challenge Solutions

---------- Part 2 - Deep Convolutional Q-Learning ----------

1
Welcome to Part 2 - Deep Convolutional Q-Learning

Deep Convolutional Q-Learning Intuition

1
Plan of Attack
2
Deep Convolutional Q-Learning Intuition
3
Eligibility Trace

Deep Convolutional Q-Learning Implementation

1
Plan of Attack
2
Where to get the Materials
3
Doom - Step 1
4
Doom - Step 2
5
Doom - Step 3
6
Doom - Step 4
7
Doom - Step 5
8
Doom - Step 6
9
Doom - Step 7
10
Doom - Step 8
11
Doom - Step 9
12
Doom - Step 10
13
Doom - Step 11
14
Doom - Step 12
15
Doom - Step 13
16
Doom - Step 14
17
Doom - Step 15
18
Doom - Step 16
19
Doom - Step 17

Deep Convolutional Q-Learning Visualization

1
Watching our AI play Doom

---------- Part 3 - A3C ----------

1
Welcome to Part 3 - A3C

A3C Intuition

1
Plan of Attack
2
The three A's in A3C
3
Actor-Critic
4
Asynchronous
5
Advantage
6
LSTM Layer

A3C Implementation

1
Plan of Attack
2
Where to get the Materials
3
Breakout - Step 1
4
Breakout - Step 2
5
Breakout - Step 3
6
Breakout - Step 4
7
Breakout - Step 5
8
Breakout - Step 6
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5
5 out of 5
7410 Ratings

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