Sumários

Module 2

11 Fevereiro 2026, 18:00 • João Rala Cordeiro

Environments and Tools; 
Critical Perspective and Limitations; 
M2 Notebook 1 - Implementing_DRL; 
Mini-Project on Reinforcement Leaning – Assignment Description


Module 2

9 Fevereiro 2026, 18:00 • João Rala Cordeiro

Module 2 

Introduction to Deep Reinforcement Learning 1 and 2; 

Fundamental Concepts for DL - exploration and exploitation and Function Approximation; 

Key Algorithms in Deep RL – DQN; 

Key Algorithms in Deep RL – PPO; 

Key Algorithms in Deep RL – AlphaZero


Module 1

4 Fevereiro 2026, 18:00 • João Rala Cordeiro

GANS Recipe and Troubleshooting; 
GAN Variants; 
Ethics in Generative models ; 
M1 Notebook 1 - Implementing GANs;
Mini-Project on GANs – Assignment Description

Introduction to Course and Introduction to Module 1

2 Fevereiro 2026, 18:00 • João Rala Cordeiro

Introduction to Course; 
Module 1 
Generative Models - The Landscape; 
GANs Basic Concepts; 
GANs Strengths and Challenges; 
GANs Losses; GANs For Computer Vision; 
GANs Evaluation Metrics