Slides of the lectures

Lecture Date Topic Material
1 17.10.2016 Genetic Algorithms
PDF
2 24.10.2016
Simulated Annealing and Introduction to Reinforcement Learning
PDF
3 31.10.2016
Model-Free Reinforcement Learning
PDF
4
07.11.2016
Policy gradient: A Key Method for Applying RL to Real Robots
PDF
5
21.11.2016
Reinforcement Learning in the Brain
PDF
6
28.11.2016
Hierarchical Reinforcement Learning
PDF
7
12.12.2016 Winning Atari Games through Deep Reinforcement Learning
PDF
8
09.01.2016
Learning to Win the Game of Go through Reinforcement Learning PDF
9
23.01.2017
Proposals from Facebook AI Research and others for Creating Intelligent Agents
through Learning
PDF
10
23.01.2017 New Variations of Neural Network Models Produce Intelligent Agents through Learning
PDF