# Schedule


This is a directed study project in Computer Science. In Summer 2024, the topic is deep reinforcement learning. We will implement an autonomous driving simulation environment similar to Link, and we will use Q network algorithms to train the vehicles instead of genetic algorithms.

Week Date Topic Notes
1 May 20 Markov Decision Process W1
2 May 27 Q Learning W2
3 Jun 3 Neural Networks W3
4 Jun 10 Gradient Methods W4
5 Jun 17 Genetic Algorithm W5
6 Jun 24 Deep Q Network W6
7 Jul 1 Policy Gradient W7
8 Jul 8 Project W8
9 Jul 15 Project W9
10 Jul 22 Project W10
11 Jul 29 Project W11
12 Aug 5 Project W12
13 Aug 12 Project W13
14 Aug 19 Project W14


Textbooks: Reinforcement Learning: Link (more theory) and Multi-Agent Reinforcement Learning: Link (more applied).





Last Updated: June 15, 2024 at 12:24 AM