Computer Science Department

DS551/CS525 - Reinforcement Learning - Fall 2024

Version: June 24th, 2024

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Project 1:

Project 1: Model-based RL methods

This project needs to be done individually!

Timeline:
Week 2 (9/3 T), Starting date
Week 4 (9/17 T), Due. (Upload it to Canvas)
Programming in Python.

Project description: git-hub link.

Project 2:

Project 2: Model-free RL methods

This project needs to be done individually!

Timeline:
Week 5 (9/24 T), Starting date
Week 7 (10/8 T), Due. (Upload it to Canvas)
Programming in Python.

Project description: git-hub link.

Project 3:

Project 3: Deep RL methods

This project needs to be done individually!

Timeline:
Week 7 (10/8 T), Starting date
Week 10 (10/29 T) Due. (Upload it to Canvas).
Programming in Pytorch/Python.

Project description: git-hub link.

Project 4:

Project 4: Open Research Project (RL related)

See more details of the project from the git-hub link
This project needs to be done in groups!

Timeline:
Week 10 (10/29 T), Starting date
Week 11 (11/5 T), Proposal Due. (Upload it to Canvas)
Week 14 (11/26 T), Progressive report due (Upload it to Canvas discussion board)
Week 16 (12/9 M), Project report due. (Upload it to Canvas discussion board)
Week 16 (12/10 T), Final project presentation. (In person)

yli15 at wpi.edu