Computer Science Department

DS595/CS525 - Reinforcement Learning - Fall 2022

Version: Aug. 24th, 2022

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Project 1:

Project 1: Model-based RL methods

This project needs to be done individually!

Timeline:
Week 2 (9/6 T), Starting date
Week 4 (9/20 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 (9/27 T), Starting date
Week 7 (10/11 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 (10/11 T), Starting date
Week 12 (11/15 T), (extended from Week 10, 11/1 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 (11/1 T), Starting date
Week 11 (11/8 T), Proposal Due. (Upload it to Canvas)
Week 13 (11/22 T), Progressive report due (Upload it to Canvas discussion board)
Week 15 (12/5 M), Project report due. (Upload it to Canvas discussion board)
Week 15 (12/6 T), Project poster session. (In person)

yli15 at wpi.edu