Below you will find slides and other materials that the tutors have provided.
Agent-Based Modelling for Social Simulation
For this tutorial you need to install NetLogo
(https://ccl.northwestern.edu/netlogo/)
Slides
Logics for strategic reasoning in multi-agent systems
Multi-Agent Reinforcement Learning and Dynamics of Learning
Logics of agency
Epistemic Game Theory
Models of the Collective Behaviour of Autonomous Cars
Stable Matching in Theory and in Practice
A shallow introduction to deep learning for agents
Slides of part 1
A simple neural net in python using keras
A simple neural net in Matlab
Slides of part 2
RNN (LSTM) demo: Jupyter notebook (needs Keras/Tensorflow), and an html version
Communication issues in multi-agent decision-making
The ebook: COMPUTATIONAL SOCIAL CHOICE
Slides
Webpage
Intelligent Search Techniques
Learning Agent Systems for a Reliable, Pro-Active Power Grid Management — Towards the AI-empowered Grid
The Power Grid in a Nutshell
Use Cases for AI-empowered Smart Grid
Deep Learning Basics