Project_RL

This is a group project for the Reinforcemnt learning course offered in M.Sc Artifical Intelligence at the University of Amsterdam.

Contributors

• Masoumeh Bakhtiariziabari
• Tarun Krishna
• Dhruba Pujary
• Thomas A. Unger

Problem Statement

There are different types of experience replay, e.g. prioritised experiencereplay and hindsight experience replay. Compare two or more types ofexperience replay. Does the ‘winner’ depend on the type of environment?

Experience Replays

We mainly experimented with three experience replays techniques which are:

- Naive Experience Replay 
- Prioritized Experience Replay
- Combined Experience Replay

• Code
• Poster presentation